# @mastra/memory

## 1.17.4

### Patch Changes

- Fixed idle timeout and provider-change observation activations blocking on in-progress reflection buffering. These triggers now return immediately, letting the background reflection complete asynchronously. ([#15937](https://github.com/mastra-ai/mastra/pull/15937))

- Updated dependencies [[`920c757`](https://github.com/mastra-ai/mastra/commit/920c75799c6bd71787d86deaf654a35af4c839ca), [`d587199`](https://github.com/mastra-ai/mastra/commit/d5871993c0371bde2b0717d6b47194755baa1443), [`1fe2533`](https://github.com/mastra-ai/mastra/commit/1fe2533c4382ca6858aac7c4b63e888c2eac6541), [`f8694b6`](https://github.com/mastra-ai/mastra/commit/f8694b6fa0b7a5cde71d794c3bbef4957c55bcb8)]:
  - @mastra/core@1.30.0

## 1.17.4-alpha.0

### Patch Changes

- Fixed idle timeout and provider-change observation activations blocking on in-progress reflection buffering. These triggers now return immediately, letting the background reflection complete asynchronously. ([#15937](https://github.com/mastra-ai/mastra/pull/15937))

- Updated dependencies [[`d587199`](https://github.com/mastra-ai/mastra/commit/d5871993c0371bde2b0717d6b47194755baa1443)]:
  - @mastra/core@1.29.2-alpha.0

## 1.17.3

### Patch Changes

- Fixed memory package startup with older core versions. ([#15772](https://github.com/mastra-ai/mastra/pull/15772))

- Updated dependencies [[`6db978c`](https://github.com/mastra-ai/mastra/commit/6db978c42e94e75540a504f7230086f0b5cd35f9), [`512a013`](https://github.com/mastra-ai/mastra/commit/512a013f285aa9c0aa8f08a35b2ce09f9938b017), [`e9becde`](https://github.com/mastra-ai/mastra/commit/e9becdeed9176b9f8392e557bde12b933f99cf7a), [`703a443`](https://github.com/mastra-ai/mastra/commit/703a44390c587d9c0b8ae94ec4edd8afb2a74044), [`808df1b`](https://github.com/mastra-ai/mastra/commit/808df1b39358b5f10b7317107e42b1fda7c87185)]:
  - @mastra/core@1.29.1

## 1.17.3-alpha.0

### Patch Changes

- Fixed memory package startup with older core versions. ([#15772](https://github.com/mastra-ai/mastra/pull/15772))

## 1.17.2

### Patch Changes

- Fixed the recall tool so message browsing uses the current thread by default and explains when it does. ([#15807](https://github.com/mastra-ai/mastra/pull/15807))

- Updated dependencies [[`28caa5b`](https://github.com/mastra-ai/mastra/commit/28caa5b032358545af2589ed90636eccb4dd9d2f), [`c1ae974`](https://github.com/mastra-ai/mastra/commit/c1ae97491f6e57378ce880c3a397778c42adcdf1), [`b510d36`](https://github.com/mastra-ai/mastra/commit/b510d368f73dab6be2e2c2bc99035aaef1fb7d7a), [`13b4d7c`](https://github.com/mastra-ai/mastra/commit/13b4d7c16de34dff9095d1cd80f22f544b6cfe75), [`7a7b313`](https://github.com/mastra-ai/mastra/commit/7a7b3138fb3bcf0b0c740eaea07971e43d330ef3), [`c04417b`](https://github.com/mastra-ai/mastra/commit/c04417ba0a2e4ded66da4352331ef29cd4bd1d79), [`cf25a03`](https://github.com/mastra-ai/mastra/commit/cf25a03132164b9dc1e5dccf7394824e33007c51), [`8a71261`](https://github.com/mastra-ai/mastra/commit/8a71261e3954ae617c6f8e25767b951f99438ab2), [`9e973b0`](https://github.com/mastra-ai/mastra/commit/9e973b010dacfa15ac82b0072897319f5234b90a), [`dd934a0`](https://github.com/mastra-ai/mastra/commit/dd934a0982ce0f78712fbd559e4f2410bf594b39), [`ba6b0c5`](https://github.com/mastra-ai/mastra/commit/ba6b0c51bfce358554fd33c7f2bcd5593633f2ff), [`a6dac0a`](https://github.com/mastra-ai/mastra/commit/a6dac0a40c7181161b1add4e8534f962bcbc9aa7), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`6c8c6c7`](https://github.com/mastra-ai/mastra/commit/6c8c6c71518394321a4692614aa4b11f3bb0a343), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`7d056b6`](https://github.com/mastra-ai/mastra/commit/7d056b6ecf603cacaa0f663ff1df025ed885b6c1), [`9cef83b`](https://github.com/mastra-ai/mastra/commit/9cef83b8a642b8098747772921e3523b492bafbc), [`d30e215`](https://github.com/mastra-ai/mastra/commit/d30e2156c746bc9fd791745cec1cc24377b66789), [`021a60f`](https://github.com/mastra-ai/mastra/commit/021a60f1f3e0135a70ef23c58be7a9b3aaffe6b4), [`73f2809`](https://github.com/mastra-ai/mastra/commit/73f2809721db24e98cdf122539652a455211b450), [`aedeea4`](https://github.com/mastra-ai/mastra/commit/aedeea48a94f728323f040478775076b9574be50), [`26f1f94`](https://github.com/mastra-ai/mastra/commit/26f1f9490574b864ba1ecedf2c9632e0767a23bd), [`8126d86`](https://github.com/mastra-ai/mastra/commit/8126d8638411eacfafdc29036ac998e8757ea66f), [`73b45fa`](https://github.com/mastra-ai/mastra/commit/73b45facdef4fbcb8af710c50f0646f18619dbaa), [`ae97520`](https://github.com/mastra-ai/mastra/commit/ae975206fdb0f6ef03c4d5bf94f7dc7c3f706c02), [`7a7b313`](https://github.com/mastra-ai/mastra/commit/7a7b3138fb3bcf0b0c740eaea07971e43d330ef3), [`441670a`](https://github.com/mastra-ai/mastra/commit/441670a02c9dc7731c52674f55481e7848a84523)]:
  - @mastra/core@1.29.0

## 1.17.2-alpha.0

### Patch Changes

- Fixed Observational Memory duplicate assistant messages when a thread is rerun or an agent continues a long-running loop. ([#15774](https://github.com/mastra-ai/mastra/pull/15774))

- Fixed the recall tool so message browsing uses the current thread by default and explains when it does. ([#15807](https://github.com/mastra-ai/mastra/pull/15807))

- Updated dependencies [[`c1ae974`](https://github.com/mastra-ai/mastra/commit/c1ae97491f6e57378ce880c3a397778c42adcdf1), [`13b4d7c`](https://github.com/mastra-ai/mastra/commit/13b4d7c16de34dff9095d1cd80f22f544b6cfe75), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`6c8c6c7`](https://github.com/mastra-ai/mastra/commit/6c8c6c71518394321a4692614aa4b11f3bb0a343), [`5a4b1ee`](https://github.com/mastra-ai/mastra/commit/5a4b1ee80212969621228104995589c0fa59e575), [`ec4cb26`](https://github.com/mastra-ai/mastra/commit/ec4cb26919972eb2031fea510f8f013e1d5b7ee2)]:
  - @mastra/core@1.29.0-alpha.6

## 1.17.1

### Patch Changes

- Fixed streamed tool results being replayed when observational memory runs mid-stream. ([#15701](https://github.com/mastra-ai/mastra/pull/15701))
  Fixed observational memory markers being saved as separate empty assistant messages.
- Updated dependencies [[`733bf53`](https://github.com/mastra-ai/mastra/commit/733bf53d9352aedd3ef38c3d501edb275b65b43c), [`5405b3b`](https://github.com/mastra-ai/mastra/commit/5405b3b35325c5b8fb34fc7ac109bd2feb7bb6fe), [`45e29cb`](https://github.com/mastra-ai/mastra/commit/45e29cb5b5737f3083eb3852db02b944b9cf37ed), [`750b4d3`](https://github.com/mastra-ai/mastra/commit/750b4d3d8231f92e769b2c485921ac5a8ca639b9), [`c321127`](https://github.com/mastra-ai/mastra/commit/c3211275fc195de9ad1ead2746b354beb8eae6e8), [`a07bcef`](https://github.com/mastra-ai/mastra/commit/a07bcefea77c03d6d322caad973dca49b4b15fa1), [`696694e`](https://github.com/mastra-ai/mastra/commit/696694e00f29241a25dd1a1b749afa06c3a626b4), [`b084a80`](https://github.com/mastra-ai/mastra/commit/b084a800db0f82d62e1fc3d6e3e3480da1ba5a53), [`82b7a96`](https://github.com/mastra-ai/mastra/commit/82b7a964169636c1d1e0c694fc892a213b0179d5), [`df97812`](https://github.com/mastra-ai/mastra/commit/df97812bd949dcafeb074b80ecab501724b49c3b), [`8bbe360`](https://github.com/mastra-ai/mastra/commit/8bbe36042af7fc4be0244dffd8913f6795179421), [`f6b8ba8`](https://github.com/mastra-ai/mastra/commit/f6b8ba8dbf533b7a8db90c72b6805ddc804a3a72), [`a07bcef`](https://github.com/mastra-ai/mastra/commit/a07bcefea77c03d6d322caad973dca49b4b15fa1)]:
  - @mastra/core@1.28.0

## 1.17.1-alpha.0

### Patch Changes

- Fixed observational memory message boundaries so streamed tool results continue in a fresh assistant message instead of being filtered out mid-run, and OM lifecycle markers persist through memory without creating data-only database messages. ([#15701](https://github.com/mastra-ai/mastra/pull/15701))

- Updated dependencies [[`750b4d3`](https://github.com/mastra-ai/mastra/commit/750b4d3d8231f92e769b2c485921ac5a8ca639b9)]:
  - @mastra/core@1.28.0-alpha.1

## 1.17.0

### Minor Changes

- Added opt-in temporal-gap markers for observational memory. When enabled via `observationalMemory.temporalMarkers: true`, the agent receives a `<system-reminder type="temporal-gap">` before any user message that arrives more than 10 minutes after the previous one, so it can anchor responses in real elapsed time. Markers are persisted, surfaced to the observer, and rendered by the MastraCode TUI on reload. ([#15605](https://github.com/mastra-ai/mastra/pull/15605))

### Patch Changes

- Fixed observer agent truncation that could cut UTF-16 surrogate pairs in half when formatting messages, tool results, or observation lines with emoji or other astral-plane characters. This produced lone surrogates that strict JSON parsers (including Anthropic's) reject with errors like `no low surrogate in string`, causing observer runs to fail. ([#15634](https://github.com/mastra-ai/mastra/pull/15634))

- Updated dependencies [[`f112db1`](https://github.com/mastra-ai/mastra/commit/f112db179557ae9b5a0f1d25dc47f928d7d61cd9), [`21d9706`](https://github.com/mastra-ai/mastra/commit/21d970604d89eee970cbf8013d26d7551aff6ea5), [`0a0aa94`](https://github.com/mastra-ai/mastra/commit/0a0aa94729592e99885af2efb90c56aaada62247), [`ed07df3`](https://github.com/mastra-ai/mastra/commit/ed07df32a9d539c8261e892fc1bade783f5b41a6), [`01a7d51`](https://github.com/mastra-ai/mastra/commit/01a7d513493d21562f677f98550f7ceb165ba78c)]:
  - @mastra/core@1.27.0

## 1.17.0-alpha.0

### Minor Changes

- Added opt-in temporal-gap markers for observational memory. When enabled via `observationalMemory.temporalMarkers: true`, the agent receives a `<system-reminder type="temporal-gap">` before any user message that arrives more than 10 minutes after the previous one, so it can anchor responses in real elapsed time. Markers are persisted, surfaced to the observer, and rendered by the MastraCode TUI on reload. ([#15605](https://github.com/mastra-ai/mastra/pull/15605))

### Patch Changes

- Fixed observer agent truncation that could cut UTF-16 surrogate pairs in half when formatting messages, tool results, or observation lines with emoji or other astral-plane characters. This produced lone surrogates that strict JSON parsers (including Anthropic's) reject with errors like `no low surrogate in string`, causing observer runs to fail. ([#15634](https://github.com/mastra-ai/mastra/pull/15634))

- Updated dependencies [[`0a0aa94`](https://github.com/mastra-ai/mastra/commit/0a0aa94729592e99885af2efb90c56aaada62247), [`01a7d51`](https://github.com/mastra-ai/mastra/commit/01a7d513493d21562f677f98550f7ceb165ba78c)]:
  - @mastra/core@1.27.0-alpha.1

## 1.16.0

### Minor Changes

- Added activateAfterIdle setting for observational memory so buffered observations can activate after idle time before the next prompt. ([#15365](https://github.com/mastra-ai/mastra/pull/15365))

  **Example**

  Set `activateAfterIdle: 300_000` (or `"5m"`) on the `observationalMemory` config to activate buffered context after 5 minutes of inactivity.

  This helps long-running threads reuse compressed context after prompt cache TTLs expire instead of sending a larger raw message window on the next request.

- Added `activateOnProviderChange` so observational memory can activate buffered observations and reflections before switching to a different provider or model. ([#15420](https://github.com/mastra-ai/mastra/pull/15420))

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        activateOnProviderChange: true,
      },
    },
  });
  ```

  This helps keep prompt-cache savings when the next step cannot reuse the previous provider's cache.

### Patch Changes

- Fixed early observational memory activations so buffered reflections are only activated when they still leave a healthy active observation set. ([#15462](https://github.com/mastra-ai/mastra/pull/15462))

  Before this change, idle-timeout (`activateAfterIdle`) and model/provider-change (`activateOnProviderChange`) activations could swap in a buffered reflection too early. In bad cases, that replaced a large raw observation tail with a much smaller mostly-compressed result, which hurt reflection quality.

  Early activations now stay buffered unless both of these checks pass:
  - The unreflected observation tail is at least as large as the buffered reflection, so the activated result is not dominated by compressed content.
  - The combined post-activation size is at least 75% of what a normal threshold activation would produce, so early activations do not cliff far below the regular target.

  This update also fixes false `provider_change` activations when older persisted messages only contain a bare model id like `gpt-5.4` while newer turns use the fully qualified `provider/modelId` form.

- Fixed a security issue where several parsing and tracing paths could slow down on malformed or attacker-crafted input. Normal behavior is unchanged, and these packages now handle pathological input in linear time. ([#15566](https://github.com/mastra-ai/mastra/pull/15566))

- Fixed other-thread context filtering falling back to the observational memory record timestamp when thread metadata is missing. ([#15269](https://github.com/mastra-ai/mastra/pull/15269))

- Updated dependencies [[`20f59b8`](https://github.com/mastra-ai/mastra/commit/20f59b876cf91199efbc49a0e36b391240708f08), [`aba393e`](https://github.com/mastra-ai/mastra/commit/aba393e2da7390c69b80e516a4f153cda6f09376), [`3d83d06`](https://github.com/mastra-ai/mastra/commit/3d83d06f776f00fb5f4163dddd32a030c5c20844), [`e2687a7`](https://github.com/mastra-ai/mastra/commit/e2687a7408790c384563816a9a28ed06735684c9), [`fdd54cf`](https://github.com/mastra-ai/mastra/commit/fdd54cf612a9af876e9fdd85e534454f6e7dd518), [`6315317`](https://github.com/mastra-ai/mastra/commit/63153175fe9a7b224e5be7c209bbebc01dd9b0d5), [`a371ac5`](https://github.com/mastra-ai/mastra/commit/a371ac534aa1bb368a1acf9d8b313378dfdc787e), [`7db42a9`](https://github.com/mastra-ai/mastra/commit/7db42a9cccd3b29c44fb0731f792c51575e8421c), [`0474c2b`](https://github.com/mastra-ai/mastra/commit/0474c2b2e7c7e1ad8691dca031284841391ff1ef), [`0a5fa1d`](https://github.com/mastra-ai/mastra/commit/0a5fa1d3cb0583889d06687155f26fd7d2edc76c), [`7e0e63e`](https://github.com/mastra-ai/mastra/commit/7e0e63e2e485e84442351f4c7a79a424c83539dc), [`ea43e64`](https://github.com/mastra-ai/mastra/commit/ea43e646dd95d507694b6112b0bf1df22ad552b2), [`f607106`](https://github.com/mastra-ai/mastra/commit/f607106854c6416c4a07d4082604b9f66d047221), [`30456b6`](https://github.com/mastra-ai/mastra/commit/30456b6b08c8fd17e109dd093b73d93b65e83bc5), [`9d11a8c`](https://github.com/mastra-ai/mastra/commit/9d11a8c1c8924eb975a245a5884d40ca1b7e0491), [`9d3b24b`](https://github.com/mastra-ai/mastra/commit/9d3b24b19407ae9c09586cf7766d38dc4dff4a69), [`00d1b16`](https://github.com/mastra-ai/mastra/commit/00d1b16b401199cb294fa23f43336547db4dca9b), [`47cee3e`](https://github.com/mastra-ai/mastra/commit/47cee3e137fe39109cf7fffd2a8cf47b76dc702e), [`62919a6`](https://github.com/mastra-ai/mastra/commit/62919a6ee0fbf3779ad21a97b1ec6696515d5104), [`d246696`](https://github.com/mastra-ai/mastra/commit/d246696139a3144a5b21b042d41c532688e957e1), [`354f9ce`](https://github.com/mastra-ai/mastra/commit/354f9ce1ca6af2074b6a196a23f8ec30012dccca), [`16e34ca`](https://github.com/mastra-ai/mastra/commit/16e34caa98b9a114b17a6125e4e3fd87f169d0d0), [`7020c06`](https://github.com/mastra-ai/mastra/commit/7020c0690b199d9da337f0e805f16948e557922e), [`8786a61`](https://github.com/mastra-ai/mastra/commit/8786a61fa54ba265f85eeff9985ca39863d18bb6), [`9467ea8`](https://github.com/mastra-ai/mastra/commit/9467ea87695749a53dfc041576410ebf9ee7bb67), [`7338d94`](https://github.com/mastra-ai/mastra/commit/7338d949380cf68b095342e8e42610dc51d557c1), [`c80dc16`](https://github.com/mastra-ai/mastra/commit/c80dc16e113e6cc159f510ffde501ad4711b2189), [`af8a57e`](https://github.com/mastra-ai/mastra/commit/af8a57ed9ba9685ad8601d5b71ae3706da6222f9), [`d63ffdb`](https://github.com/mastra-ai/mastra/commit/d63ffdbb2c11e76fe5ea45faab44bc15460f010c), [`47cee3e`](https://github.com/mastra-ai/mastra/commit/47cee3e137fe39109cf7fffd2a8cf47b76dc702e), [`1bd5104`](https://github.com/mastra-ai/mastra/commit/1bd51048b6da93507276d6623e3fd96a9e1a8944), [`e9837b5`](https://github.com/mastra-ai/mastra/commit/e9837b53699e18711b09e0ca010a4106376f2653), [`c65aec3`](https://github.com/mastra-ai/mastra/commit/c65aec356cc037ee7c4b30ccea946807d4c4f443), [`8f1b280`](https://github.com/mastra-ai/mastra/commit/8f1b280b7fe6999ec654f160cb69c1a8719e7a57), [`92dcf02`](https://github.com/mastra-ai/mastra/commit/92dcf029294210ac91b090900c1a0555a425c57a), [`0fd90a2`](https://github.com/mastra-ai/mastra/commit/0fd90a215caf5fca8099c15a67ca03e4427747a3), [`8fb2405`](https://github.com/mastra-ai/mastra/commit/8fb2405138f2d208b7962ad03f121ca25bcc28c5), [`12df98c`](https://github.com/mastra-ai/mastra/commit/12df98c4904643d9481f5c78f3bed443725b4c96)]:
  - @mastra/core@1.26.0
  - @mastra/schema-compat@1.2.9

## 1.16.0-alpha.4

### Patch Changes

- Fixed other-thread context filtering falling back to the observational memory record timestamp when thread metadata is missing. ([#15269](https://github.com/mastra-ai/mastra/pull/15269))

- Updated dependencies [[`a371ac5`](https://github.com/mastra-ai/mastra/commit/a371ac534aa1bb368a1acf9d8b313378dfdc787e), [`47cee3e`](https://github.com/mastra-ai/mastra/commit/47cee3e137fe39109cf7fffd2a8cf47b76dc702e), [`c80dc16`](https://github.com/mastra-ai/mastra/commit/c80dc16e113e6cc159f510ffde501ad4711b2189), [`47cee3e`](https://github.com/mastra-ai/mastra/commit/47cee3e137fe39109cf7fffd2a8cf47b76dc702e)]:
  - @mastra/core@1.26.0-alpha.12

## 1.16.0-alpha.3

### Patch Changes

- Fixed a security issue where several parsing and tracing paths could slow down on malformed or attacker-crafted input. Normal behavior is unchanged, and these packages now handle pathological input in linear time. ([#15566](https://github.com/mastra-ai/mastra/pull/15566))

- Updated dependencies [[`aba393e`](https://github.com/mastra-ai/mastra/commit/aba393e2da7390c69b80e516a4f153cda6f09376), [`0a5fa1d`](https://github.com/mastra-ai/mastra/commit/0a5fa1d3cb0583889d06687155f26fd7d2edc76c), [`ea43e64`](https://github.com/mastra-ai/mastra/commit/ea43e646dd95d507694b6112b0bf1df22ad552b2), [`00d1b16`](https://github.com/mastra-ai/mastra/commit/00d1b16b401199cb294fa23f43336547db4dca9b), [`af8a57e`](https://github.com/mastra-ai/mastra/commit/af8a57ed9ba9685ad8601d5b71ae3706da6222f9)]:
  - @mastra/core@1.26.0-alpha.10

## 1.16.0-alpha.2

### Minor Changes

- Added `activateOnProviderChange` so observational memory can activate buffered observations and reflections before switching to a different provider or model. ([#15420](https://github.com/mastra-ai/mastra/pull/15420))

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        activateOnProviderChange: true,
      },
    },
  });
  ```

  This helps keep prompt-cache savings when the next step cannot reuse the previous provider's cache.

### Patch Changes

- Fixed early observational memory activations so buffered reflections are only activated when they still leave a healthy active observation set. ([#15462](https://github.com/mastra-ai/mastra/pull/15462))

  Before this change, idle-timeout (`activateAfterIdle`) and model/provider-change (`activateOnProviderChange`) activations could swap in a buffered reflection too early. In bad cases, that replaced a large raw observation tail with a much smaller mostly-compressed result, which hurt reflection quality.

  Early activations now stay buffered unless both of these checks pass:
  - The unreflected observation tail is at least as large as the buffered reflection, so the activated result is not dominated by compressed content.
  - The combined post-activation size is at least 75% of what a normal threshold activation would produce, so early activations do not cliff far below the regular target.

  This update also fixes false `provider_change` activations when older persisted messages only contain a bare model id like `gpt-5.4` while newer turns use the fully qualified `provider/modelId` form.

- Updated dependencies [[`0474c2b`](https://github.com/mastra-ai/mastra/commit/0474c2b2e7c7e1ad8691dca031284841391ff1ef), [`f607106`](https://github.com/mastra-ai/mastra/commit/f607106854c6416c4a07d4082604b9f66d047221), [`62919a6`](https://github.com/mastra-ai/mastra/commit/62919a6ee0fbf3779ad21a97b1ec6696515d5104), [`0fd90a2`](https://github.com/mastra-ai/mastra/commit/0fd90a215caf5fca8099c15a67ca03e4427747a3)]:
  - @mastra/core@1.26.0-alpha.4

## 1.16.0-alpha.1

### Patch Changes

- Updated dependencies [[`fdd54cf`](https://github.com/mastra-ai/mastra/commit/fdd54cf612a9af876e9fdd85e534454f6e7dd518), [`7db42a9`](https://github.com/mastra-ai/mastra/commit/7db42a9cccd3b29c44fb0731f792c51575e8421c), [`30456b6`](https://github.com/mastra-ai/mastra/commit/30456b6b08c8fd17e109dd093b73d93b65e83bc5), [`9d11a8c`](https://github.com/mastra-ai/mastra/commit/9d11a8c1c8924eb975a245a5884d40ca1b7e0491), [`d246696`](https://github.com/mastra-ai/mastra/commit/d246696139a3144a5b21b042d41c532688e957e1), [`354f9ce`](https://github.com/mastra-ai/mastra/commit/354f9ce1ca6af2074b6a196a23f8ec30012dccca), [`e9837b5`](https://github.com/mastra-ai/mastra/commit/e9837b53699e18711b09e0ca010a4106376f2653)]:
  - @mastra/core@1.26.0-alpha.3
  - @mastra/schema-compat@1.2.9-alpha.1

## 1.16.0-alpha.0

### Minor Changes

- Added activateAfterIdle setting for observational memory so buffered observations can activate after idle time before the next prompt. ([#15365](https://github.com/mastra-ai/mastra/pull/15365))

  **Example**

  Set `activateAfterIdle: 300_000` (or `"5m"`) on the `observationalMemory` config to activate buffered context after 5 minutes of inactivity.

  This helps long-running threads reuse compressed context after prompt cache TTLs expire instead of sending a larger raw message window on the next request.

### Patch Changes

- Updated dependencies [[`3d83d06`](https://github.com/mastra-ai/mastra/commit/3d83d06f776f00fb5f4163dddd32a030c5c20844), [`7e0e63e`](https://github.com/mastra-ai/mastra/commit/7e0e63e2e485e84442351f4c7a79a424c83539dc), [`9467ea8`](https://github.com/mastra-ai/mastra/commit/9467ea87695749a53dfc041576410ebf9ee7bb67), [`7338d94`](https://github.com/mastra-ai/mastra/commit/7338d949380cf68b095342e8e42610dc51d557c1), [`c65aec3`](https://github.com/mastra-ai/mastra/commit/c65aec356cc037ee7c4b30ccea946807d4c4f443)]:
  - @mastra/core@1.26.0-alpha.2
  - @mastra/schema-compat@1.2.9-alpha.0

## 1.15.1

### Patch Changes

- Fixed gateway model detection to use duck typing instead of instanceof check, preventing potential failures from cross-package module resolution issues. Propagates `gatewayId` through the AISDKV5LanguageModel wrapper so duck-type detection works even when models are re-wrapped. ([#15168](https://github.com/mastra-ai/mastra/pull/15168))

- Updated dependencies [[`87df955`](https://github.com/mastra-ai/mastra/commit/87df955c028660c075873fd5d74af28233ce32eb), [`8fad147`](https://github.com/mastra-ai/mastra/commit/8fad14759804179c8e080ce4d9dec6ef1a808b31), [`582644c`](https://github.com/mastra-ai/mastra/commit/582644c4a87f83b4f245a84d72b9e8590585012e), [`cbdf3e1`](https://github.com/mastra-ai/mastra/commit/cbdf3e12b3d0c30a6e5347be658e2009648c130a), [`8fe46d3`](https://github.com/mastra-ai/mastra/commit/8fe46d354027f3f0f0846e64219772348de106dd), [`18c67db`](https://github.com/mastra-ai/mastra/commit/18c67dbb9c9ebc26f26f65f7d3ff836e5691ef46), [`4ba3bb1`](https://github.com/mastra-ai/mastra/commit/4ba3bb1e465ad2ddaba3bbf2bc47e0faec32985e), [`5d84914`](https://github.com/mastra-ai/mastra/commit/5d84914e0e520c642a40329b210b413fcd139898), [`8dcc77e`](https://github.com/mastra-ai/mastra/commit/8dcc77e78a5340f5848f74b9e9f1b3da3513c1f5), [`aa67fc5`](https://github.com/mastra-ai/mastra/commit/aa67fc59ee8a5eeff1f23eb05970b8d7a536c8ff), [`fd2f314`](https://github.com/mastra-ai/mastra/commit/fd2f31473d3449b6b97e837ef8641264377f41a7), [`fa8140b`](https://github.com/mastra-ai/mastra/commit/fa8140bcd4251d2e3ac85fdc5547dfc4f372b5be), [`190f452`](https://github.com/mastra-ai/mastra/commit/190f45258b0640e2adfc8219fa3258cdc5b8f071), [`e80fead`](https://github.com/mastra-ai/mastra/commit/e80fead1412cc0d1b2f7d6a1ce5017d9e0098ff7), [`0287b64`](https://github.com/mastra-ai/mastra/commit/0287b644a5c3272755cf3112e71338106664103b), [`7e7bf60`](https://github.com/mastra-ai/mastra/commit/7e7bf606886bf374a6f9d4ca9b09dd83d0533372), [`184907d`](https://github.com/mastra-ai/mastra/commit/184907d775d8609c03c26e78ccaf37315f3aa287), [`075e91a`](https://github.com/mastra-ai/mastra/commit/075e91a4549baf46ad7a42a6a8ac8dfa78cc09e6), [`2a69802`](https://github.com/mastra-ai/mastra/commit/2a69802a0fc6d8a25a77fa6a42276e9d59a83914), [`0c4cd13`](https://github.com/mastra-ai/mastra/commit/0c4cd131931c04ac5405373c932a242dbe88edd6), [`b16a753`](https://github.com/mastra-ai/mastra/commit/b16a753d5748440248d7df82e29bb987a9c8386c)]:
  - @mastra/core@1.25.0
  - @mastra/schema-compat@1.2.8

## 1.15.1-alpha.1

### Patch Changes

- Updated dependencies [[`4ba3bb1`](https://github.com/mastra-ai/mastra/commit/4ba3bb1e465ad2ddaba3bbf2bc47e0faec32985e), [`2a69802`](https://github.com/mastra-ai/mastra/commit/2a69802a0fc6d8a25a77fa6a42276e9d59a83914)]:
  - @mastra/core@1.25.0-alpha.2
  - @mastra/schema-compat@1.2.8-alpha.0

## 1.15.1-alpha.0

### Patch Changes

- Fixed gateway model detection to use duck typing instead of instanceof check, preventing potential failures from cross-package module resolution issues. Propagates `gatewayId` through the AISDKV5LanguageModel wrapper so duck-type detection works even when models are re-wrapped. ([#15168](https://github.com/mastra-ai/mastra/pull/15168))

- Updated dependencies [[`87df955`](https://github.com/mastra-ai/mastra/commit/87df955c028660c075873fd5d74af28233ce32eb), [`075e91a`](https://github.com/mastra-ai/mastra/commit/075e91a4549baf46ad7a42a6a8ac8dfa78cc09e6)]:
  - @mastra/core@1.24.2-alpha.0

## 1.15.0

### Minor Changes

- Updated the recall tool to support more precise message browsing for agents. ([#15116](https://github.com/mastra-ai/mastra/pull/15116))

  Agents using `recall` can now pass `partType` and `toolName` to narrow message results to specific parts, such as tool calls or tool results for one tool. This change also adds `threadId: "current"` support across recall modes and `anchor: "start" | "end"` for no-cursor message paging, making it easier to inspect recent thread activity and past tool usage.

### Patch Changes

- Fixed reflection threshold not respecting per-record overrides set via the PATCH API. Previously, lowering the reflection threshold for a specific record had no effect on the actual reflection trigger — only the default 40k threshold was used. Now per-record overrides are correctly applied in both sync and async reflection paths. ([#15170](https://github.com/mastra-ai/mastra/pull/15170))

- Improved observational memory formatting to use part timestamps when rendering dates and times. ([#15121](https://github.com/mastra-ai/mastra/pull/15121))

  Observer history now follows part-level timing more closely, so the rendered memory context is more accurate when messages contain parts created at different times.

- Fixed message history doubling when using Observational Memory with the Mastra gateway. The local ObservationalMemoryProcessor now detects when the agent's model is routed through the Mastra gateway and skips its input/output processing, since the gateway handles OM server-side. ([#15161](https://github.com/mastra-ai/mastra/pull/15161))

- Updated dependencies [[`8db7663`](https://github.com/mastra-ai/mastra/commit/8db7663c9a9c735828094c359d2e327fd4f8fba3), [`153e864`](https://github.com/mastra-ai/mastra/commit/153e86476b425db7cd0dc8490050096e92964a38), [`715710d`](https://github.com/mastra-ai/mastra/commit/715710d12fa47cf88e09d41f13843eddc29327b0), [`378c6c4`](https://github.com/mastra-ai/mastra/commit/378c6c4755726e8d8cf83a14809b350b90d46c62), [`9f91fd5`](https://github.com/mastra-ai/mastra/commit/9f91fd538ab2a44f8cc740bcad8e51205f74fbea), [`ba6fa9c`](https://github.com/mastra-ai/mastra/commit/ba6fa9cc0f3e1912c49fd70d4c3bb8c44903ddaa)]:
  - @mastra/core@1.24.0

## 1.15.0-alpha.3

### Patch Changes

- Fixed reflection threshold not respecting per-record overrides set via the PATCH API. Previously, lowering the reflection threshold for a specific record had no effect on the actual reflection trigger — only the default 40k threshold was used. Now per-record overrides are correctly applied in both sync and async reflection paths. ([#15170](https://github.com/mastra-ai/mastra/pull/15170))

## 1.15.0-alpha.2

### Patch Changes

- Fixed message history doubling when using Observational Memory with the Mastra gateway. The local ObservationalMemoryProcessor now detects when the agent's model is routed through the Mastra gateway and skips its input/output processing, since the gateway handles OM server-side. ([#15161](https://github.com/mastra-ai/mastra/pull/15161))

## 1.15.0-alpha.1

### Patch Changes

- Improved observational memory formatting to use part timestamps when rendering dates and times. ([#15121](https://github.com/mastra-ai/mastra/pull/15121))

  Observer history now follows part-level timing more closely, so the rendered memory context is more accurate when messages contain parts created at different times.

- Updated dependencies [[`8db7663`](https://github.com/mastra-ai/mastra/commit/8db7663c9a9c735828094c359d2e327fd4f8fba3), [`715710d`](https://github.com/mastra-ai/mastra/commit/715710d12fa47cf88e09d41f13843eddc29327b0), [`378c6c4`](https://github.com/mastra-ai/mastra/commit/378c6c4755726e8d8cf83a14809b350b90d46c62), [`9f91fd5`](https://github.com/mastra-ai/mastra/commit/9f91fd538ab2a44f8cc740bcad8e51205f74fbea), [`ba6fa9c`](https://github.com/mastra-ai/mastra/commit/ba6fa9cc0f3e1912c49fd70d4c3bb8c44903ddaa)]:
  - @mastra/core@1.24.0-alpha.1

## 1.15.0-alpha.0

### Minor Changes

- Updated the recall tool to support more precise message browsing for agents. ([#15116](https://github.com/mastra-ai/mastra/pull/15116))

  Agents using `recall` can now pass `partType` and `toolName` to narrow message results to specific parts, such as tool calls or tool results for one tool. This change also adds `threadId: "current"` support across recall modes and `anchor: "start" | "end"` for no-cursor message paging, making it easier to inspect recent thread activity and past tool usage.

## 1.14.0

### Minor Changes

- Added usage data to ObserveHooks callbacks and standalone reflect() return. ([#15047](https://github.com/mastra-ai/mastra/pull/15047))

  **ObserveHooks:** `onObservationEnd` and `onReflectionEnd` now receive a result object containing token usage from the underlying LLM call. This enables reliable usage tracking across all observation and reflection paths (sync, async buffered, and resource-scoped).

  **Standalone reflect():** `reflect()` now returns `{ reflected, record, usage? }` so callers can capture token usage without hooks.

  **Examples**

  ```ts
  // Via hooks
  await memory.observe({
    threadId,
    messages,
    hooks: {
      onObservationEnd: ({ usage }) => {
        // usage: { inputTokens, outputTokens, totalTokens }
      },
      onReflectionEnd: ({ usage }) => {
        // usage: { inputTokens, outputTokens, totalTokens }
      },
    },
  });

  // Via standalone reflect()
  const { reflected, usage } = await memory.reflect(threadId, resourceId);
  ```

  Existing callbacks that accept no arguments continue to work without changes.

- Added tracing support to Memory operations (recall, save, delete, update working memory). When an `observabilityContext` is provided, Memory creates `MEMORY_OPERATION` spans that capture operation type, message counts, embedding token usage, and vector result counts. Tracing is fully opt-in — existing usage without `observabilityContext` is unaffected. ([#14305](https://github.com/mastra-ai/mastra/pull/14305))

  **Example usage:**

  ```typescript
  import { Memory } from '@mastra/memory';
  import { InMemoryStore } from '@mastra/core/storage';

  const memory = new Memory({ storage: new InMemoryStore() });

  // Pass observabilityContext to create observable spans
  await memory.recall({
    threadId: 'thread-1',
    observabilityContext: { tracingContext: { currentSpan: parentSpan } },
  });

  await memory.saveMessages({
    messages: [userMessage, assistantMessage],
    observabilityContext: { tracingContext: { currentSpan: parentSpan } },
  });
  ```

- Added per-record config overrides for observation and reflection thresholds in Observational Memory. Each thread can now have its own `messageTokens` and `observationTokens` thresholds that override the instance-level defaults, without requiring a process restart or cache invalidation. If no per-record override is set, the instance-level config is used as before. ([#15102](https://github.com/mastra-ai/mastra/pull/15102))

### Patch Changes

- Fixed observational memory buffering so sealed assistant chunks stay split instead of being merged back into one persisted message during long tool runs. ([#14995](https://github.com/mastra-ai/mastra/pull/14995))

- Fixed recall() to hide dynamic system reminder messages by default, with includeSystemReminders available when callers need raw reminder history. ([#15100](https://github.com/mastra-ai/mastra/pull/15100))

- Updated dependencies [[`f32b9e1`](https://github.com/mastra-ai/mastra/commit/f32b9e115a3c754d1c8cfa3f4256fba87b09cfb7), [`7d6f521`](https://github.com/mastra-ai/mastra/commit/7d6f52164d0cca099f0b07cb2bba334360f1c8ab), [`a50d220`](https://github.com/mastra-ai/mastra/commit/a50d220b01ecbc5644d489a3d446c3bd4ab30245), [`665477b`](https://github.com/mastra-ai/mastra/commit/665477bc104fd52cfef8e7610d7664781a70c220), [`4cc2755`](https://github.com/mastra-ai/mastra/commit/4cc2755a7194cb08720ff2ab4dffb4b4a5103dfd), [`ac7baf6`](https://github.com/mastra-ai/mastra/commit/ac7baf66ef1db15e03975ef4ebb02724f015a391), [`ed425d7`](https://github.com/mastra-ai/mastra/commit/ed425d78e7c66cbda8209fee910856f98c6c6b82), [`1371703`](https://github.com/mastra-ai/mastra/commit/1371703835080450ef3f9aea58059a95d0da2e5a), [`0df8321`](https://github.com/mastra-ai/mastra/commit/0df832196eeb2450ab77ce887e8553abdd44c5a6), [`98f8a8b`](https://github.com/mastra-ai/mastra/commit/98f8a8bdf5761b9982f3ad3acbe7f1cc3efa71f3), [`ba6f7e9`](https://github.com/mastra-ai/mastra/commit/ba6f7e9086d8281393f2acae60fda61de3bff1f9), [`7eb2596`](https://github.com/mastra-ai/mastra/commit/7eb25960d607e07468c9a10c5437abd2deaf1e9a), [`1805ddc`](https://github.com/mastra-ai/mastra/commit/1805ddc9c9b3b14b63749735a13c05a45af43a80), [`fff91cf`](https://github.com/mastra-ai/mastra/commit/fff91cf914de0e731578aacebffdeebef82f0440), [`61109b3`](https://github.com/mastra-ai/mastra/commit/61109b34feb0e38d54bee4b8ca83eb7345b1d557), [`33f1ead`](https://github.com/mastra-ai/mastra/commit/33f1eadfa19c86953f593478e5fa371093b33779)]:
  - @mastra/core@1.23.0

## 1.14.0-alpha.2

### Minor Changes

- Added tracing support to Memory operations (recall, save, delete, update working memory). When an `observabilityContext` is provided, Memory creates `MEMORY_OPERATION` spans that capture operation type, message counts, embedding token usage, and vector result counts. Tracing is fully opt-in — existing usage without `observabilityContext` is unaffected. ([#14305](https://github.com/mastra-ai/mastra/pull/14305))

  **Example usage:**

  ```typescript
  import { Memory } from '@mastra/memory';
  import { InMemoryStore } from '@mastra/core/storage';

  const memory = new Memory({ storage: new InMemoryStore() });

  // Pass observabilityContext to create observable spans
  await memory.recall({
    threadId: 'thread-1',
    observabilityContext: { tracingContext: { currentSpan: parentSpan } },
  });

  await memory.saveMessages({
    messages: [userMessage, assistantMessage],
    observabilityContext: { tracingContext: { currentSpan: parentSpan } },
  });
  ```

- Added per-record config overrides for observation and reflection thresholds in Observational Memory. Each thread can now have its own `messageTokens` and `observationTokens` thresholds that override the instance-level defaults, without requiring a process restart or cache invalidation. If no per-record override is set, the instance-level config is used as before. ([#15102](https://github.com/mastra-ai/mastra/pull/15102))

### Patch Changes

- Fixed recall() to hide dynamic system reminder messages by default, with includeSystemReminders available when callers need raw reminder history. ([#15100](https://github.com/mastra-ai/mastra/pull/15100))

- Updated dependencies [[`ac7baf6`](https://github.com/mastra-ai/mastra/commit/ac7baf66ef1db15e03975ef4ebb02724f015a391), [`0df8321`](https://github.com/mastra-ai/mastra/commit/0df832196eeb2450ab77ce887e8553abdd44c5a6), [`61109b3`](https://github.com/mastra-ai/mastra/commit/61109b34feb0e38d54bee4b8ca83eb7345b1d557), [`33f1ead`](https://github.com/mastra-ai/mastra/commit/33f1eadfa19c86953f593478e5fa371093b33779)]:
  - @mastra/core@1.23.0-alpha.8

## 1.14.0-alpha.1

### Minor Changes

- Added usage data to ObserveHooks callbacks and standalone reflect() return. ([#15047](https://github.com/mastra-ai/mastra/pull/15047))

  **ObserveHooks:** `onObservationEnd` and `onReflectionEnd` now receive a result object containing token usage from the underlying LLM call. This enables reliable usage tracking across all observation and reflection paths (sync, async buffered, and resource-scoped).

  **Standalone reflect():** `reflect()` now returns `{ reflected, record, usage? }` so callers can capture token usage without hooks.

  **Examples**

  ```ts
  // Via hooks
  await memory.observe({
    threadId,
    messages,
    hooks: {
      onObservationEnd: ({ usage }) => {
        // usage: { inputTokens, outputTokens, totalTokens }
      },
      onReflectionEnd: ({ usage }) => {
        // usage: { inputTokens, outputTokens, totalTokens }
      },
    },
  });

  // Via standalone reflect()
  const { reflected, usage } = await memory.reflect(threadId, resourceId);
  ```

  Existing callbacks that accept no arguments continue to work without changes.

### Patch Changes

- Updated dependencies [[`fff91cf`](https://github.com/mastra-ai/mastra/commit/fff91cf914de0e731578aacebffdeebef82f0440)]:
  - @mastra/core@1.23.0-alpha.4

## 1.13.2-alpha.0

### Patch Changes

- Fixed observational memory buffering so sealed assistant chunks stay split instead of being merged back into one persisted message during long tool runs. ([#14995](https://github.com/mastra-ai/mastra/pull/14995))

- Updated dependencies [[`ed425d7`](https://github.com/mastra-ai/mastra/commit/ed425d78e7c66cbda8209fee910856f98c6c6b82), [`ba6f7e9`](https://github.com/mastra-ai/mastra/commit/ba6f7e9086d8281393f2acae60fda61de3bff1f9), [`7eb2596`](https://github.com/mastra-ai/mastra/commit/7eb25960d607e07468c9a10c5437abd2deaf1e9a)]:
  - @mastra/core@1.23.0-alpha.0

## 1.13.1

### Patch Changes

- Fixed thread titles not persisting when generated during async buffered observation. Titles now update immediately when the observer produces them, rather than being lost until activation. ([#14992](https://github.com/mastra-ai/mastra/pull/14992))

- Updated dependencies [[`cb15509`](https://github.com/mastra-ai/mastra/commit/cb15509b58f6a83e11b765c945082afc027db972), [`81e4259`](https://github.com/mastra-ai/mastra/commit/81e425939b4ceeb4f586e9b6d89c3b1c1f2d2fe7), [`951b8a1`](https://github.com/mastra-ai/mastra/commit/951b8a1b5ef7e1474c59dc4f2b9fc1a8b1e508b6), [`80c5668`](https://github.com/mastra-ai/mastra/commit/80c5668e365470d3a96d3e953868fd7a643ff67c), [`3d478c1`](https://github.com/mastra-ai/mastra/commit/3d478c1e13f17b80f330ac49d7aa42ef929b93ff), [`2b4ea10`](https://github.com/mastra-ai/mastra/commit/2b4ea10b053e4ea1ab232d536933a4a3c4cba999), [`a0544f0`](https://github.com/mastra-ai/mastra/commit/a0544f0a1e6bd52ac12676228967c1938e43648d), [`6039f17`](https://github.com/mastra-ai/mastra/commit/6039f176f9c457304825ff1df8c83b8e457376c0), [`06b928d`](https://github.com/mastra-ai/mastra/commit/06b928dfc2f5630d023467476cc5919dfa858d0a), [`6a8d984`](https://github.com/mastra-ai/mastra/commit/6a8d9841f2933456ee1598099f488d742b600054), [`c8c86aa`](https://github.com/mastra-ai/mastra/commit/c8c86aa1458017fbd1c0776fdc0c520d129df8a6)]:
  - @mastra/core@1.22.0

## 1.13.1-alpha.0

### Patch Changes

- Fixed thread titles not persisting when generated during async buffered observation. Titles now update immediately when the observer produces them, rather than being lost until activation. ([#14992](https://github.com/mastra-ai/mastra/pull/14992))

- Updated dependencies [[`cb15509`](https://github.com/mastra-ai/mastra/commit/cb15509b58f6a83e11b765c945082afc027db972), [`80c5668`](https://github.com/mastra-ai/mastra/commit/80c5668e365470d3a96d3e953868fd7a643ff67c), [`3d478c1`](https://github.com/mastra-ai/mastra/commit/3d478c1e13f17b80f330ac49d7aa42ef929b93ff), [`6039f17`](https://github.com/mastra-ai/mastra/commit/6039f176f9c457304825ff1df8c83b8e457376c0), [`06b928d`](https://github.com/mastra-ai/mastra/commit/06b928dfc2f5630d023467476cc5919dfa858d0a), [`6a8d984`](https://github.com/mastra-ai/mastra/commit/6a8d9841f2933456ee1598099f488d742b600054)]:
  - @mastra/core@1.22.0-alpha.2

## 1.13.0

### Minor Changes

- Added `loadUnobservedMessages({ threadId, resourceId? })` as a public method on `ObservationalMemory`. ([#14921](https://github.com/mastra-ai/mastra/pull/14921))

  This lets external consumers (e.g. the Mastra gateway proxy) load previously-stored messages that haven't been observed yet, without having to reimplement the internal storage query and part-level filtering logic. The method fetches the OM record, queries storage for messages after the `lastObservedAt` cursor, and applies part-level filtering so partially-observed messages only return their unobserved parts.

  ```ts
  const unobserved = await om.loadUnobservedMessages({
    threadId: 'thread-123',
    resourceId: 'user-456',
  });
  ```

### Patch Changes

- Updated dependencies [[`9a43b47`](https://github.com/mastra-ai/mastra/commit/9a43b476465e86c9aca381c2831066b5c33c999a), [`ec5c319`](https://github.com/mastra-ai/mastra/commit/ec5c3197a50d034cb8e9cc494eebfddc684b5d81), [`6517789`](https://github.com/mastra-ai/mastra/commit/65177895b74b5471fe2245c7292f0176d9b3385d), [`13f4327`](https://github.com/mastra-ai/mastra/commit/13f4327f052faebe199cefbe906d33bf90238767), [`9ad6aa6`](https://github.com/mastra-ai/mastra/commit/9ad6aa6dfe858afc6955d1df5f3f78c40bb96b9c), [`2862127`](https://github.com/mastra-ai/mastra/commit/2862127d0a7cbd28523120ad64fea067a95838e6), [`3d16814`](https://github.com/mastra-ai/mastra/commit/3d16814c395931373543728994ff45ac98093074), [`7f498d0`](https://github.com/mastra-ai/mastra/commit/7f498d099eacef64fd43ee412e3bd6f87965a8a6), [`8cf8a67`](https://github.com/mastra-ai/mastra/commit/8cf8a67b061b737cb06d501fb8c1967a98bbf3cb), [`d7827e3`](https://github.com/mastra-ai/mastra/commit/d7827e393937c6cb0c7a744dde4d31538cb542b7)]:
  - @mastra/core@1.21.0

## 1.13.0-alpha.0

### Minor Changes

- Added `loadUnobservedMessages({ threadId, resourceId? })` as a public method on `ObservationalMemory`. ([#14921](https://github.com/mastra-ai/mastra/pull/14921))

  This lets external consumers (e.g. the Mastra gateway proxy) load previously-stored messages that haven't been observed yet, without having to reimplement the internal storage query and part-level filtering logic. The method fetches the OM record, queries storage for messages after the `lastObservedAt` cursor, and applies part-level filtering so partially-observed messages only return their unobserved parts.

  ```ts
  const unobserved = await om.loadUnobservedMessages({
    threadId: 'thread-123',
    resourceId: 'user-456',
  });
  ```

### Patch Changes

- Updated dependencies [[`13f4327`](https://github.com/mastra-ai/mastra/commit/13f4327f052faebe199cefbe906d33bf90238767)]:
  - @mastra/core@1.21.0-alpha.1

## 1.12.1

### Patch Changes

- Standardized all logger calls across the codebase to use static string messages with structured data objects. Dynamic values are now passed as key-value pairs in the second argument instead of being interpolated into template literal strings. This improves log filterability and searchability in observability storage. ([#14899](https://github.com/mastra-ai/mastra/pull/14899))

  Removed ~150 redundant or noisy log calls including duplicate error logging after trackException and verbose in-memory storage CRUD traces.

- Updated dependencies [[`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`cee146b`](https://github.com/mastra-ai/mastra/commit/cee146b5d858212e1df2b2730fc36d3ceda0e08d), [`aa0aeff`](https://github.com/mastra-ai/mastra/commit/aa0aeffa11efbef5e219fbd97bf43d263cfe3afe), [`2bcec65`](https://github.com/mastra-ai/mastra/commit/2bcec652d62b07eab15e9eb9822f70184526eede), [`ad9bded`](https://github.com/mastra-ai/mastra/commit/ad9bdedf86a824801f49928a8d40f6e31ff5450f), [`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`208c0bb`](https://github.com/mastra-ai/mastra/commit/208c0bbacbf5a1da6318f2a0e0c544390e542ddc), [`f566ee7`](https://github.com/mastra-ai/mastra/commit/f566ee7d53a3da33a01103e2a5ac2070ddefe6b0)]:
  - @mastra/core@1.20.0

## 1.12.1-alpha.0

### Patch Changes

- Standardized all logger calls across the codebase to use static string messages with structured data objects. Dynamic values are now passed as key-value pairs in the second argument instead of being interpolated into template literal strings. This improves log filterability and searchability in observability storage. ([#14899](https://github.com/mastra-ai/mastra/pull/14899))

  Removed ~150 redundant or noisy log calls including duplicate error logging after trackException and verbose in-memory storage CRUD traces.

- Updated dependencies [[`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`cee146b`](https://github.com/mastra-ai/mastra/commit/cee146b5d858212e1df2b2730fc36d3ceda0e08d), [`aa0aeff`](https://github.com/mastra-ai/mastra/commit/aa0aeffa11efbef5e219fbd97bf43d263cfe3afe), [`2bcec65`](https://github.com/mastra-ai/mastra/commit/2bcec652d62b07eab15e9eb9822f70184526eede), [`ad9bded`](https://github.com/mastra-ai/mastra/commit/ad9bdedf86a824801f49928a8d40f6e31ff5450f), [`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`208c0bb`](https://github.com/mastra-ai/mastra/commit/208c0bbacbf5a1da6318f2a0e0c544390e542ddc), [`f566ee7`](https://github.com/mastra-ai/mastra/commit/f566ee7d53a3da33a01103e2a5ac2070ddefe6b0)]:
  - @mastra/core@1.20.0-alpha.0

## 1.12.0

### Minor Changes

- Added more forgiving raw message browsing in the recall tool for agent follow-up calls. ([#14873](https://github.com/mastra-ai/mastra/pull/14873))

  When an agent requests a `partIndex` greater than the highest visible part in a message, recall now returns the first visible part from the next visible message instead of failing. This makes it easier for agents using `recall` to keep browsing raw messages even when they guess the wrong part index.

### Patch Changes

- Fixed reflected observation groups so their metadata stays compact and marks reflection-derived content. ([#14791](https://github.com/mastra-ai/mastra/pull/14791))

- Fixed synchronous observation error handling in Observational Memory. `observe()` now throws when synchronous (thread/resource-scoped) observation fails, instead of continuing silently with stale observations. Async buffered observation failures remain non-fatal. ([#14843](https://github.com/mastra-ai/mastra/pull/14843))

- Updated dependencies [[`180aaaf`](https://github.com/mastra-ai/mastra/commit/180aaaf4d0903d33a49bc72de2d40ca69a5bc599), [`9140989`](https://github.com/mastra-ai/mastra/commit/91409890e83f4f1d9c1b39223f1af91a6a53b549), [`d7c98cf`](https://github.com/mastra-ai/mastra/commit/d7c98cfc9d75baba9ecbf1a8835b5183d0a0aec8), [`acf5fbc`](https://github.com/mastra-ai/mastra/commit/acf5fbcb890dc7ca7167bec386ce5874dfadb997), [`24ca2ae`](https://github.com/mastra-ai/mastra/commit/24ca2ae57538ec189fabb9daee6175ad27035853), [`0762516`](https://github.com/mastra-ai/mastra/commit/07625167e029a8268ea7aaf0402416e6d8832874), [`9c57f2f`](https://github.com/mastra-ai/mastra/commit/9c57f2f7241e9f94769aa99fc86c531e8207d0f9), [`5bfc691`](https://github.com/mastra-ai/mastra/commit/5bfc69104c07ba7a9b55c2f8536422c0878b9c57), [`2de3d36`](https://github.com/mastra-ai/mastra/commit/2de3d36932b7f73ad26bc403f7da26cfe89e903e), [`d3736cb`](https://github.com/mastra-ai/mastra/commit/d3736cb9ce074d2b8e8b00218a01f790fe81a1b4), [`c627366`](https://github.com/mastra-ai/mastra/commit/c6273666f9ef4c8c617c68b7d07fe878a322f85c)]:
  - @mastra/core@1.19.0

## 1.12.0-alpha.1

### Minor Changes

- Added more forgiving raw message browsing in the recall tool for agent follow-up calls. ([#14873](https://github.com/mastra-ai/mastra/pull/14873))

  When an agent requests a `partIndex` greater than the highest visible part in a message, recall now returns the first visible part from the next visible message instead of failing. This makes it easier for agents using `recall` to keep browsing raw messages even when they guess the wrong part index.

### Patch Changes

- Fixed synchronous observation error handling in Observational Memory. `observe()` now throws when synchronous (thread/resource-scoped) observation fails, instead of continuing silently with stale observations. Async buffered observation failures remain non-fatal. ([#14843](https://github.com/mastra-ai/mastra/pull/14843))

- Updated dependencies [[`9c57f2f`](https://github.com/mastra-ai/mastra/commit/9c57f2f7241e9f94769aa99fc86c531e8207d0f9), [`5bfc691`](https://github.com/mastra-ai/mastra/commit/5bfc69104c07ba7a9b55c2f8536422c0878b9c57)]:
  - @mastra/core@1.19.0-alpha.2

## 1.11.1-alpha.0

### Patch Changes

- Fixed reflected observation groups so their metadata stays compact and marks reflection-derived content. ([#14791](https://github.com/mastra-ai/mastra/pull/14791))

- Updated dependencies [[`180aaaf`](https://github.com/mastra-ai/mastra/commit/180aaaf4d0903d33a49bc72de2d40ca69a5bc599)]:
  - @mastra/core@1.18.1-alpha.0

## 1.11.0

### Minor Changes

- feat(memory): add recall-tool history retrieval for agents using observational memory ([#14567](https://github.com/mastra-ai/mastra/pull/14567))

  Agents that use observational memory can now use the `recall` tool to retrieve history from past conversations, including raw messages, thread listings, and indexed observation-group memories.

  Enable observational-memory retrieval when listing tools:

  ```ts
  const tools = await memory.listTools({
    threadId: 'thread_123',
    resourceId: 'resource_abc',
    observationalMemory: {
      retrieval: { vector: true, scope: 'resource' },
    },
  });
  ```

  With retrieval enabled, `recall` can browse the current thread, list threads for the current resource, and search indexed observation groups with source ranges.

### Patch Changes

- Fixed OM repro capture so recordings keep writing usable artifacts even when live state contains circular values. ([#14744](https://github.com/mastra-ai/mastra/pull/14744))

- Fixed observational memory response ID rotation at buffered chunk boundaries so assistant output continues in a fresh message slot. ([#14745](https://github.com/mastra-ai/mastra/pull/14745))

- The internal architecture of observational memory has been refactored. The public API and behavior remain unchanged. ([#14453](https://github.com/mastra-ai/mastra/pull/14453))

- Fixed observational memory tracing spans so observer and reflector runner work is attached to the active agent trace again. ([#14749](https://github.com/mastra-ai/mastra/pull/14749))

- Improved observational memory continuation prompts to reduce leaked context-management language in long conversations. ([#14650](https://github.com/mastra-ai/mastra/pull/14650))

- Updated dependencies [[`dc514a8`](https://github.com/mastra-ai/mastra/commit/dc514a83dba5f719172dddfd2c7b858e4943d067), [`e333b77`](https://github.com/mastra-ai/mastra/commit/e333b77e2d76ba57ccec1818e08cebc1993469ff), [`dc9fc19`](https://github.com/mastra-ai/mastra/commit/dc9fc19da4437f6b508cc355f346a8856746a76b), [`60a224d`](https://github.com/mastra-ai/mastra/commit/60a224dd497240e83698cfa5bfd02e3d1d854844), [`fbf22a7`](https://github.com/mastra-ai/mastra/commit/fbf22a7ad86bcb50dcf30459f0d075e51ddeb468), [`f16d92c`](https://github.com/mastra-ai/mastra/commit/f16d92c677a119a135cebcf7e2b9f51ada7a9df4), [`949b7bf`](https://github.com/mastra-ai/mastra/commit/949b7bfd4e40f2b2cba7fef5eb3f108a02cfe938), [`404fea1`](https://github.com/mastra-ai/mastra/commit/404fea13042181f0b0c73a101392ac87c79ceae2), [`ebf5047`](https://github.com/mastra-ai/mastra/commit/ebf5047e825c38a1a356f10b214c1d4260dfcd8d), [`12c647c`](https://github.com/mastra-ai/mastra/commit/12c647cf3a26826eb72d40b42e3c8356ceae16ed), [`d084b66`](https://github.com/mastra-ai/mastra/commit/d084b6692396057e83c086b954c1857d20b58a14), [`79c699a`](https://github.com/mastra-ai/mastra/commit/79c699acf3cd8a77e11c55530431f48eb48456e9), [`62757b6`](https://github.com/mastra-ai/mastra/commit/62757b6db6e8bb86569d23ad0b514178f57053f8), [`675f15b`](https://github.com/mastra-ai/mastra/commit/675f15b7eaeea649158d228ea635be40480c584d), [`b174c63`](https://github.com/mastra-ai/mastra/commit/b174c63a093108d4e53b9bc89a078d9f66202b3f), [`819f03c`](https://github.com/mastra-ai/mastra/commit/819f03c25823373b32476413bd76be28a5d8705a), [`04160ee`](https://github.com/mastra-ai/mastra/commit/04160eedf3130003cf842ad08428c8ff69af4cc1), [`2c27503`](https://github.com/mastra-ai/mastra/commit/2c275032510d131d2cde47f99953abf0fe02c081), [`424a1df`](https://github.com/mastra-ai/mastra/commit/424a1df7bee59abb5c83717a54807fdd674a6224), [`3d70b0b`](https://github.com/mastra-ai/mastra/commit/3d70b0b3524d817173ad870768f259c06d61bd23), [`eef7cb2`](https://github.com/mastra-ai/mastra/commit/eef7cb2abe7ef15951e2fdf792a5095c6c643333), [`260fe12`](https://github.com/mastra-ai/mastra/commit/260fe1295fe7354e39d6def2775e0797a7a277f0), [`12c88a6`](https://github.com/mastra-ai/mastra/commit/12c88a6e32bf982c2fe0c6af62e65a3414519a75), [`43595bf`](https://github.com/mastra-ai/mastra/commit/43595bf7b8df1a6edce7a23b445b5124d2a0b473), [`78670e9`](https://github.com/mastra-ai/mastra/commit/78670e97e76d7422cf7025faf371b2aeafed860d), [`e8a5b0b`](https://github.com/mastra-ai/mastra/commit/e8a5b0b9bc94d12dee4150095512ca27a288d778), [`3b45a13`](https://github.com/mastra-ai/mastra/commit/3b45a138d09d040779c0aba1edbbfc1b57442d23), [`d400e7c`](https://github.com/mastra-ai/mastra/commit/d400e7c8b8d7afa6ba2c71769eace4048e3cef8e), [`f58d1a7`](https://github.com/mastra-ai/mastra/commit/f58d1a7a457588a996c3ecb53201a68f3d28c432), [`a49a929`](https://github.com/mastra-ai/mastra/commit/a49a92904968b4fc67e01effee8c7c8d0464ba85), [`8127d96`](https://github.com/mastra-ai/mastra/commit/8127d96280492e335d49b244501088dfdd59a8f1)]:
  - @mastra/core@1.18.0

## 1.11.0-alpha.4

### Minor Changes

- feat(memory): add recall-tool history retrieval for agents using observational memory ([#14567](https://github.com/mastra-ai/mastra/pull/14567))

  Agents that use observational memory can now use the `recall` tool to retrieve history from past conversations, including raw messages, thread listings, and indexed observation-group memories.

  Enable observational-memory retrieval when listing tools:

  ```ts
  const tools = await memory.listTools({
    threadId: 'thread_123',
    resourceId: 'resource_abc',
    observationalMemory: {
      retrieval: { vector: true, scope: 'resource' },
    },
  });
  ```

  With retrieval enabled, `recall` can browse the current thread, list threads for the current resource, and search indexed observation groups with source ranges.

### Patch Changes

- Fixed observational memory tracing spans so observer and reflector runner work is attached to the active agent trace again. ([#14749](https://github.com/mastra-ai/mastra/pull/14749))

- Updated dependencies [[`e333b77`](https://github.com/mastra-ai/mastra/commit/e333b77e2d76ba57ccec1818e08cebc1993469ff), [`60a224d`](https://github.com/mastra-ai/mastra/commit/60a224dd497240e83698cfa5bfd02e3d1d854844), [`949b7bf`](https://github.com/mastra-ai/mastra/commit/949b7bfd4e40f2b2cba7fef5eb3f108a02cfe938), [`d084b66`](https://github.com/mastra-ai/mastra/commit/d084b6692396057e83c086b954c1857d20b58a14), [`79c699a`](https://github.com/mastra-ai/mastra/commit/79c699acf3cd8a77e11c55530431f48eb48456e9), [`62757b6`](https://github.com/mastra-ai/mastra/commit/62757b6db6e8bb86569d23ad0b514178f57053f8), [`3d70b0b`](https://github.com/mastra-ai/mastra/commit/3d70b0b3524d817173ad870768f259c06d61bd23), [`3b45a13`](https://github.com/mastra-ai/mastra/commit/3b45a138d09d040779c0aba1edbbfc1b57442d23), [`8127d96`](https://github.com/mastra-ai/mastra/commit/8127d96280492e335d49b244501088dfdd59a8f1)]:
  - @mastra/core@1.18.0-alpha.3

## 1.10.1-alpha.3

### Patch Changes

- Fixed OM repro capture so recordings keep writing usable artifacts even when live state contains circular values. ([#14744](https://github.com/mastra-ai/mastra/pull/14744))

- Fixed observational memory response ID rotation at buffered chunk boundaries so assistant output continues in a fresh message slot. ([#14745](https://github.com/mastra-ai/mastra/pull/14745))

- Updated dependencies [[`dc9fc19`](https://github.com/mastra-ai/mastra/commit/dc9fc19da4437f6b508cc355f346a8856746a76b), [`260fe12`](https://github.com/mastra-ai/mastra/commit/260fe1295fe7354e39d6def2775e0797a7a277f0)]:
  - @mastra/core@1.18.0-alpha.1

## 1.10.1-alpha.2

### Patch Changes

- The internal architecture of observational memory has been refactored. The public API and behavior remain unchanged. ([#14453](https://github.com/mastra-ai/mastra/pull/14453))

- Improved observational memory continuation prompts to reduce leaked context-management language in long conversations. ([#14650](https://github.com/mastra-ai/mastra/pull/14650))

- Updated dependencies [[`dc514a8`](https://github.com/mastra-ai/mastra/commit/dc514a83dba5f719172dddfd2c7b858e4943d067), [`404fea1`](https://github.com/mastra-ai/mastra/commit/404fea13042181f0b0c73a101392ac87c79ceae2), [`ebf5047`](https://github.com/mastra-ai/mastra/commit/ebf5047e825c38a1a356f10b214c1d4260dfcd8d), [`675f15b`](https://github.com/mastra-ai/mastra/commit/675f15b7eaeea649158d228ea635be40480c584d), [`b174c63`](https://github.com/mastra-ai/mastra/commit/b174c63a093108d4e53b9bc89a078d9f66202b3f), [`eef7cb2`](https://github.com/mastra-ai/mastra/commit/eef7cb2abe7ef15951e2fdf792a5095c6c643333), [`e8a5b0b`](https://github.com/mastra-ai/mastra/commit/e8a5b0b9bc94d12dee4150095512ca27a288d778)]:
  - @mastra/core@1.18.0-alpha.0

## 1.10.1-alpha.1

### Patch Changes

- **Refactored Observational Memory into modular architecture** ([#14453](https://github.com/mastra-ai/mastra/pull/14453))

  Restructured the Observational Memory (OM) engine from a single ~3,800-line monolithic class into a modular, strategy-based architecture. The public API and behavior are unchanged — this is a purely internal refactor that improves maintainability, testability, and separation of concerns.

  **Why** — The original `ObservationalMemory` class handled everything: orchestration, LLM calling, observation logic for three different scopes, reflection, buffering coordination, turn lifecycle, and message processing. This made it difficult to reason about individual behaviors, test them in isolation, or extend the system. The refactor separates these responsibilities into focused modules.

  **Observation strategies** — Extracted three duplicated observation code paths (~650 lines of conditionals) into pluggable strategy classes sharing a common `prepare → process → persist` lifecycle via an abstract base class. The correct strategy is selected automatically based on scope and buffering configuration.

  ```
  observation-strategies/
    base.ts            — abstract ObservationStrategy + StrategyDeps interface
    sync.ts            — SyncObservationStrategy (thread-scoped synchronous)
    async-buffer.ts    — AsyncBufferObservationStrategy (background buffered)
    resource-scoped.ts — ResourceScopedObservationStrategy (multi-thread)
    index.ts           — static factory: ObservationStrategy.create(om, opts)
  ```

  ```ts
  // Internal usage — strategies are selected and run automatically:
  const strategy = ObservationStrategy.create(om, {
    record,
    threadId,
    resourceId,
    messages,
    cycleId,
    startedAt,
  });
  const result = await strategy.run();
  ```

  **Turn/Step abstraction** — Introduced `ObservationTurn` and `StepContext` to model the lifecycle of a single agent interaction. A Turn manages message loading, system message injection, record caching, and cleanup. A Step handles per-generation observation, activation, and reflection decisions. This replaced ~580 lines of inline orchestration in the processor with ~170 lines of structured calls.

  ```ts
  // Internal lifecycle managed by the processor:
  const turn = new ObservationTurn(om, memory, { threadId, resourceId });
  await turn.start(messageList, writer); // loads history, injects OM system message

  const step = turn.step(0);
  await step.prepare(messageList, writer); // activate buffered, maybe reflect
  // ... agent generates response ...
  await step.complete(messageList, writer); // observe new messages, buffer if needed

  await turn.end(messageList, writer); // persist, cleanup
  ```

  **Dedicated runners** — Moved observer and reflector LLM-calling logic into `ObserverRunner` (194 lines) and `ReflectorRunner` (710 lines), separating prompt construction, degenerate output detection, retry logic, and compression level escalation from orchestration. `BufferingCoordinator` (175 lines) extracts the static buffering state machine and async operation tracking.

  **Processor** — Added `ObservationalMemoryProcessor` implementing the `Processor` interface, bridging the OM engine with the AI SDK message pipeline. It owns the decision of _when_ to buffer, activate, observe, and reflect — while the OM engine owns _how_ to do each operation.

  ```ts
  // The processor is created automatically by Memory when OM is enabled.
  // It plugs into the AI SDK message pipeline:
  const memory = new Memory({
    storage: new InMemoryStore(),
    options: {
      observationalMemory: {
        enabled: true,
        observation: { model, messageTokens: 500 },
        reflection: { model, observationTokens: 10_000 },
      },
    },
  });

  // For direct access to the OM engine (e.g. for manual observe/buffer/activate):
  const om = await memory.omEngine;
  ```

  **Unified OM engine instantiation** — Replaced the duplicated `getOMEngine()` singleton and per-call `createOMProcessor()` engine creation with a single lazy `omEngine` property on the `Memory` class. This eliminates config drift between the legacy `getContext()` API and the processor pipeline — both now share the same `ObservationalMemory` instance with the full configuration.

  ```ts
  // Before (casting required, config could drift):
  const om = (await (memory as any).getOMEngine()) as ObservationalMemory;

  // After (typed, single shared engine):
  const om = await memory.omEngine;
  ```

  **Improved observation activation atomicity** — Added conditional WHERE clauses to `activateBufferedObservations` in all storage adapters (pg, libsql, mongodb) to prevent duplicate chunk swaps when concurrent processes attempt activation simultaneously. If chunks have already been cleared by another process, the operation returns early with zero counts instead of corrupting state.

  **Compression start level from model context** — Integrated model-aware compression start levels into the `ReflectorRunner`. Models like `gemini-2.5-flash` that struggle with light compression now start at compression level 2 instead of 1, reducing wasted reflection retries.

  **Pure function extraction** — Moved reusable helpers into `message-utils.ts`: `filterObservedMessages`, `getBufferedChunks`, `sortThreadsByOldestMessage`, `stripThreadTags`. Eliminated dead code including `isObserving` DB flag, `countMessageTokens`, `acquireObservingLock`/`releaseObservingLock`, and ~10 cascading dead private methods.

  **Cleanup** — Dropped `threadIdCache` (pointless memoization), removed `as any` casts for private method access (made methods properly public with `@internal` tsdoc), replaced sealed-ID-based tracking with message-level `metadata.mastra.sealed` flag checks.

- Updated dependencies [[`7302e5c`](https://github.com/mastra-ai/mastra/commit/7302e5ce0f52d769d3d63fb0faa8a7d4089cda6d)]:
  - @mastra/core@1.16.1-alpha.1

## 1.10.1-alpha.0

### Patch Changes

- Improved observational memory continuation prompts to reduce leaked context-management language in long conversations. ([#14650](https://github.com/mastra-ai/mastra/pull/14650))

- Updated dependencies [[`dc514a8`](https://github.com/mastra-ai/mastra/commit/dc514a83dba5f719172dddfd2c7b858e4943d067)]:
  - @mastra/core@1.16.1-alpha.0

## 1.10.0

### Minor Changes

- Added `ModelByInputTokens` in `@mastra/memory` for token-threshold-based model selection in Observational Memory. ([#14614](https://github.com/mastra-ai/mastra/pull/14614))

  When configured, OM automatically selects different observer or reflector models based on the actual input token count at the time the OM call runs.

  Example usage:

  ```ts
  import { Memory, ModelByInputTokens } from '@mastra/memory';

  const memory = new Memory({
    options: {
      observationalMemory: {
        model: new ModelByInputTokens({
          upTo: {
            10_000: 'google/gemini-2.5-flash',
            40_000: 'openai/gpt-4o',
            1_000_000: 'openai/gpt-4.5',
          },
        }),
      },
    },
  });
  ```

  The `upTo` keys are inclusive upper bounds. OM resolves the matching tier directly at the observer or reflector call site. If the input exceeds the largest configured threshold, OM throws an error.

  Improved Observational Memory tracing so traces show the observer and reflector spans and make it easier to see which resolved model was used at runtime.

### Patch Changes

- Fixed observational memory reflection compression for `google/gemini-2.5-flash` by using stronger compression guidance and starting it at a higher compression level during reflection. `google/gemini-2.5-flash` is unusually good at generating long, faithful outputs. That made reflection retries more likely to preserve too much detail and miss the compression target, wasting tokens in the process. ([#14612](https://github.com/mastra-ai/mastra/pull/14612))

- Updated dependencies [[`68ed4e9`](https://github.com/mastra-ai/mastra/commit/68ed4e9f118e8646b60a6112dabe854d0ef53902), [`085c1da`](https://github.com/mastra-ai/mastra/commit/085c1daf71b55a97b8ebad26623089e40055021c), [`be37de4`](https://github.com/mastra-ai/mastra/commit/be37de4391bd1d5486ce38efacbf00ca51637262), [`7dbd611`](https://github.com/mastra-ai/mastra/commit/7dbd611a85cb1e0c0a1581c57564268cb183d86e), [`f14604c`](https://github.com/mastra-ai/mastra/commit/f14604c7ef01ba794e1a8d5c7bae5415852aacec), [`4a75e10`](https://github.com/mastra-ai/mastra/commit/4a75e106bd31c283a1b3fe74c923610dcc46415b), [`f3ce603`](https://github.com/mastra-ai/mastra/commit/f3ce603fd76180f4a5be90b6dc786d389b6b3e98), [`423aa6f`](https://github.com/mastra-ai/mastra/commit/423aa6fd12406de6a1cc6b68e463d30af1d790fb), [`f21c626`](https://github.com/mastra-ai/mastra/commit/f21c6263789903ab9720b4d11373093298e97f15), [`41aee84`](https://github.com/mastra-ai/mastra/commit/41aee84561ceebe28bad1ecba8702d92838f67f0), [`2871451`](https://github.com/mastra-ai/mastra/commit/2871451703829aefa06c4a5d6eca7fd3731222ef), [`47358d9`](https://github.com/mastra-ai/mastra/commit/47358d960bb2b931321de7e798f341ab0df81f44), [`085c1da`](https://github.com/mastra-ai/mastra/commit/085c1daf71b55a97b8ebad26623089e40055021c), [`4bb5adc`](https://github.com/mastra-ai/mastra/commit/4bb5adc05c88e3a83fe1ea5ecb9eae6e17313124), [`4bb5adc`](https://github.com/mastra-ai/mastra/commit/4bb5adc05c88e3a83fe1ea5ecb9eae6e17313124), [`e06b520`](https://github.com/mastra-ai/mastra/commit/e06b520bdd5fdef844760c5e692c7852cbc5c240), [`d3930ea`](https://github.com/mastra-ai/mastra/commit/d3930eac51c30b0ecf7eaa54bb9430758b399777), [`dd9c4e0`](https://github.com/mastra-ai/mastra/commit/dd9c4e0a47962f1413e9b72114fcad912e19a0a6)]:
  - @mastra/core@1.16.0
  - @mastra/schema-compat@1.2.7

## 1.10.0-alpha.2

### Minor Changes

- Added `ModelByInputTokens` in `@mastra/memory` for token-threshold-based model selection in Observational Memory. ([#14614](https://github.com/mastra-ai/mastra/pull/14614))

  When configured, OM automatically selects different observer or reflector models based on the actual input token count at the time the OM call runs.

  Example usage:

  ```ts
  import { Memory, ModelByInputTokens } from '@mastra/memory';

  const memory = new Memory({
    options: {
      observationalMemory: {
        model: new ModelByInputTokens({
          upTo: {
            10_000: 'google/gemini-2.5-flash',
            40_000: 'openai/gpt-4o',
            1_000_000: 'openai/gpt-4.5',
          },
        }),
      },
    },
  });
  ```

  The `upTo` keys are inclusive upper bounds. OM resolves the matching tier directly at the observer or reflector call site. If the input exceeds the largest configured threshold, OM throws an error.

  Improved Observational Memory tracing so traces show the observer and reflector spans and make it easier to see which resolved model was used at runtime.

### Patch Changes

- Updated dependencies [[`f14604c`](https://github.com/mastra-ai/mastra/commit/f14604c7ef01ba794e1a8d5c7bae5415852aacec), [`e06b520`](https://github.com/mastra-ai/mastra/commit/e06b520bdd5fdef844760c5e692c7852cbc5c240), [`dd9c4e0`](https://github.com/mastra-ai/mastra/commit/dd9c4e0a47962f1413e9b72114fcad912e19a0a6)]:
  - @mastra/core@1.16.0-alpha.4

## 1.9.1-alpha.1

### Patch Changes

- Updated dependencies [[`423aa6f`](https://github.com/mastra-ai/mastra/commit/423aa6fd12406de6a1cc6b68e463d30af1d790fb), [`47358d9`](https://github.com/mastra-ai/mastra/commit/47358d960bb2b931321de7e798f341ab0df81f44), [`4bb5adc`](https://github.com/mastra-ai/mastra/commit/4bb5adc05c88e3a83fe1ea5ecb9eae6e17313124), [`4bb5adc`](https://github.com/mastra-ai/mastra/commit/4bb5adc05c88e3a83fe1ea5ecb9eae6e17313124)]:
  - @mastra/core@1.16.0-alpha.3
  - @mastra/schema-compat@1.2.7-alpha.1

## 1.9.1-alpha.0

### Patch Changes

- Fixed observational memory reflection compression for `google/gemini-2.5-flash` by using stronger compression guidance and starting it at a higher compression level during reflection. `google/gemini-2.5-flash` is unusually good at generating long, faithful outputs. That made reflection retries more likely to preserve too much detail and miss the compression target, wasting tokens in the process. ([#14612](https://github.com/mastra-ai/mastra/pull/14612))

- Updated dependencies [[`be37de4`](https://github.com/mastra-ai/mastra/commit/be37de4391bd1d5486ce38efacbf00ca51637262), [`f3ce603`](https://github.com/mastra-ai/mastra/commit/f3ce603fd76180f4a5be90b6dc786d389b6b3e98), [`2871451`](https://github.com/mastra-ai/mastra/commit/2871451703829aefa06c4a5d6eca7fd3731222ef), [`d3930ea`](https://github.com/mastra-ai/mastra/commit/d3930eac51c30b0ecf7eaa54bb9430758b399777)]:
  - @mastra/core@1.16.0-alpha.2
  - @mastra/schema-compat@1.2.7-alpha.0

## 1.9.0

### Minor Changes

- Added experimental retrieval-mode recall tooling for observational memory. ([#14437](https://github.com/mastra-ai/mastra/pull/14437))

  When `observationalMemory.retrieval` is enabled with `scope: 'thread'`, observation groups store colon-delimited message ranges (`startId:endId`) pointing back to the raw messages they were derived from. A `recall` tool is registered that lets agents retrieve those source messages via cursor-based pagination.

  The recall tool supports:
  - **Detail levels**: `detail: 'low'` (default) returns truncated text with part indices; `detail: 'high'` returns full content clamped to one part per call with continuation hints
  - **Part-level fetch**: `partIndex` targets a single message part at full detail
  - **Pagination flags**: `hasNextPage` and `hasPrevPage` in results
  - **Token limiting**: results are capped at a token budget with `truncated` and `tokenOffset` reporting
  - **Smart range detection**: passing a range as a cursor returns a helpful hint explaining how to extract individual IDs

- Added opt-in Observational Memory thread titles. ([#14436](https://github.com/mastra-ai/mastra/pull/14436))

  When enabled, the Observer suggests a short thread title and updates it as the conversation topic changes. Harness consumers can detect these updates via the new `om_thread_title_updated` event.

  **Example**

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        observation: {
          threadTitle: true,
        },
      },
    },
  });
  ```

### Patch Changes

- Improved observational memory so completed tasks and answered questions are explicitly tracked and retained, reducing repeated follow-up on resolved topics. ([#14419](https://github.com/mastra-ai/mastra/pull/14419))

- Updated dependencies [[`cb611a1`](https://github.com/mastra-ai/mastra/commit/cb611a1e89a4f4cf74c97b57e0c27bb56f2eceb5), [`da93115`](https://github.com/mastra-ai/mastra/commit/da931155c1a9bc63d455d3d86b4ec984db5991fe), [`b71bce1`](https://github.com/mastra-ai/mastra/commit/b71bce144912ed33f76c52a94e594988a649c3e1), [`62d1d3c`](https://github.com/mastra-ai/mastra/commit/62d1d3cc08fe8182e7080237fd975de862ec8c91), [`9e1a3ed`](https://github.com/mastra-ai/mastra/commit/9e1a3ed07cfafb5e8e19a796ce0bee817002d7c0), [`8681ecb`](https://github.com/mastra-ai/mastra/commit/8681ecb86184d5907267000e4576cc442a9a83fc), [`28d0249`](https://github.com/mastra-ai/mastra/commit/28d0249295782277040ad1e0d243e695b7ab1ce4), [`cd7b568`](https://github.com/mastra-ai/mastra/commit/cd7b568fe427b1b4838abe744fa5367a47539db3), [`681ee1c`](https://github.com/mastra-ai/mastra/commit/681ee1c811359efd1b8bebc4bce35b9bb7b14bec), [`bb0f09d`](https://github.com/mastra-ai/mastra/commit/bb0f09dbac58401b36069f483acf5673202db5b5), [`a579f7a`](https://github.com/mastra-ai/mastra/commit/a579f7a31e582674862b5679bc79af7ccf7429b8), [`5f7e9d0`](https://github.com/mastra-ai/mastra/commit/5f7e9d0db664020e1f3d97d7d18c6b0b9d4843d0), [`d7f14c3`](https://github.com/mastra-ai/mastra/commit/d7f14c3285cd253ecdd5f58139b7b6cbdf3678b5), [`0efe12a`](https://github.com/mastra-ai/mastra/commit/0efe12a5f008a939a1aac71699486ba40138054e)]:
  - @mastra/core@1.15.0
  - @mastra/schema-compat@1.2.6

## 1.9.0-alpha.2

### Minor Changes

- Added experimental retrieval-mode recall tooling for observational memory. ([#14437](https://github.com/mastra-ai/mastra/pull/14437))

  When `observationalMemory.retrieval` is enabled with `scope: 'thread'`, observation groups store colon-delimited message ranges (`startId:endId`) pointing back to the raw messages they were derived from. A `recall` tool is registered that lets agents retrieve those source messages via cursor-based pagination.

  The recall tool supports:
  - **Detail levels**: `detail: 'low'` (default) returns truncated text with part indices; `detail: 'high'` returns full content clamped to one part per call with continuation hints
  - **Part-level fetch**: `partIndex` targets a single message part at full detail
  - **Pagination flags**: `hasNextPage` and `hasPrevPage` in results
  - **Token limiting**: results are capped at a token budget with `truncated` and `tokenOffset` reporting
  - **Smart range detection**: passing a range as a cursor returns a helpful hint explaining how to extract individual IDs

### Patch Changes

- Updated dependencies [[`da93115`](https://github.com/mastra-ai/mastra/commit/da931155c1a9bc63d455d3d86b4ec984db5991fe), [`0efe12a`](https://github.com/mastra-ai/mastra/commit/0efe12a5f008a939a1aac71699486ba40138054e)]:
  - @mastra/core@1.15.0-alpha.4

## 1.9.0-alpha.1

### Minor Changes

- Added opt-in Observational Memory thread titles. ([#14436](https://github.com/mastra-ai/mastra/pull/14436))

  When enabled, the Observer suggests a short thread title and updates it as the conversation topic changes. Harness consumers can detect these updates via the new `om_thread_title_updated` event.

  **Example**

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        observation: {
          threadTitle: true,
        },
      },
    },
  });
  ```

### Patch Changes

- Improved observational memory so completed tasks and answered questions are explicitly tracked and retained, reducing repeated follow-up on resolved topics. ([#14419](https://github.com/mastra-ai/mastra/pull/14419))

- Updated dependencies [[`cd7b568`](https://github.com/mastra-ai/mastra/commit/cd7b568fe427b1b4838abe744fa5367a47539db3), [`681ee1c`](https://github.com/mastra-ai/mastra/commit/681ee1c811359efd1b8bebc4bce35b9bb7b14bec)]:
  - @mastra/schema-compat@1.2.6-alpha.1
  - @mastra/core@1.15.0-alpha.1

## 1.8.4-alpha.0

### Patch Changes

- Updated dependencies [[`cb611a1`](https://github.com/mastra-ai/mastra/commit/cb611a1e89a4f4cf74c97b57e0c27bb56f2eceb5), [`b71bce1`](https://github.com/mastra-ai/mastra/commit/b71bce144912ed33f76c52a94e594988a649c3e1), [`62d1d3c`](https://github.com/mastra-ai/mastra/commit/62d1d3cc08fe8182e7080237fd975de862ec8c91), [`8681ecb`](https://github.com/mastra-ai/mastra/commit/8681ecb86184d5907267000e4576cc442a9a83fc), [`28d0249`](https://github.com/mastra-ai/mastra/commit/28d0249295782277040ad1e0d243e695b7ab1ce4), [`bb0f09d`](https://github.com/mastra-ai/mastra/commit/bb0f09dbac58401b36069f483acf5673202db5b5), [`5f7e9d0`](https://github.com/mastra-ai/mastra/commit/5f7e9d0db664020e1f3d97d7d18c6b0b9d4843d0)]:
  - @mastra/core@1.15.0-alpha.0
  - @mastra/schema-compat@1.2.6-alpha.0

## 1.8.3

### Patch Changes

- Fixed observational memory triggering observation while provider-executed tool calls are still pending, which could split messages and cause errors on follow-up turns. ([#14282](https://github.com/mastra-ai/mastra/pull/14282))

- Fixed working memory tool description to accurately reflect merge behavior. The previous description incorrectly stated "Set a field to null to remove it" but null values are stripped by validation before reaching the merge logic. The updated description clarifies: omit fields to preserve existing data, and pass complete arrays or omit them since arrays are replaced entirely. ([#14424](https://github.com/mastra-ai/mastra/pull/14424))

- Limit oversized observational-memory tool results before they reach the observer. ([#14344](https://github.com/mastra-ai/mastra/pull/14344))

  This strips large `encryptedContent` blobs and truncates remaining tool result payloads to keep observer prompts and token estimates aligned with what the model actually sees.

- Improved observational memory cache stability by splitting persisted observations into separate prompt chunks using dated message boundary delimiters. ([#14367](https://github.com/mastra-ai/mastra/pull/14367))

  Added `getObservationsAsOf()` utility to retrieve the observations that were active at a specific point in time. This enables filtering observation history by message creation date.

  ```ts
  import { getObservationsAsOf } from '@mastra/memory';

  // Get observations that existed when a specific message was created
  const observations = getObservationsAsOf(record.activeObservations, message.createdAt);
  ```

- Updated dependencies [[`51970b3`](https://github.com/mastra-ai/mastra/commit/51970b3828494d59a8dd4df143b194d37d31e3f5), [`4444280`](https://github.com/mastra-ai/mastra/commit/444428094253e916ec077e66284e685fde67021e), [`4a7ce05`](https://github.com/mastra-ai/mastra/commit/4a7ce05125b8d3d260f68f1fc4a6c6866d22ba24), [`085e371`](https://github.com/mastra-ai/mastra/commit/085e3718a7d0fe9a210fe7dd1c867b9bdfe8d16b), [`b77aa19`](https://github.com/mastra-ai/mastra/commit/b77aa1981361c021f2c881bee8f0c703687f00da), [`dbb879a`](https://github.com/mastra-ai/mastra/commit/dbb879af0b809c668e9b3a9d8bac97d806caa267), [`8b4ce84`](https://github.com/mastra-ai/mastra/commit/8b4ce84aed0808b9805cc4fd7147c1f8a2ef7a36), [`8d4cfe6`](https://github.com/mastra-ai/mastra/commit/8d4cfe6b9a7157d3876206227ec9f04cde6dbc4a), [`dd6ca1c`](https://github.com/mastra-ai/mastra/commit/dd6ca1cdea3b8b6182f4cf61df41070ba0cc0deb), [`ce26fe2`](https://github.com/mastra-ai/mastra/commit/ce26fe2166dd90254f8bee5776e55977143e97de), [`68a019d`](https://github.com/mastra-ai/mastra/commit/68a019d30d22251ddd628a2947d60215c03c350a), [`4cb4edf`](https://github.com/mastra-ai/mastra/commit/4cb4edf3c909d197ec356c1790d13270514ffef6), [`8de3555`](https://github.com/mastra-ai/mastra/commit/8de355572c6fd838f863a3e7e6fe24d0947b774f), [`b26307f`](https://github.com/mastra-ai/mastra/commit/b26307f050df39629511b0e831b8fc26973ce8b1), [`68a019d`](https://github.com/mastra-ai/mastra/commit/68a019d30d22251ddd628a2947d60215c03c350a)]:
  - @mastra/core@1.14.0
  - @mastra/schema-compat@1.2.5

## 1.8.3-alpha.2

### Patch Changes

- Fixed working memory tool description to accurately reflect merge behavior. The previous description incorrectly stated "Set a field to null to remove it" but null values are stripped by validation before reaching the merge logic. The updated description clarifies: omit fields to preserve existing data, and pass complete arrays or omit them since arrays are replaced entirely. ([#14424](https://github.com/mastra-ai/mastra/pull/14424))

- Updated dependencies [[`8b4ce84`](https://github.com/mastra-ai/mastra/commit/8b4ce84aed0808b9805cc4fd7147c1f8a2ef7a36), [`8d4cfe6`](https://github.com/mastra-ai/mastra/commit/8d4cfe6b9a7157d3876206227ec9f04cde6dbc4a), [`68a019d`](https://github.com/mastra-ai/mastra/commit/68a019d30d22251ddd628a2947d60215c03c350a), [`68a019d`](https://github.com/mastra-ai/mastra/commit/68a019d30d22251ddd628a2947d60215c03c350a)]:
  - @mastra/core@1.14.0-alpha.3

## 1.8.3-alpha.1

### Patch Changes

- Fixed observational memory triggering observation while provider-executed tool calls are still pending, which could split messages and cause errors on follow-up turns. ([#14282](https://github.com/mastra-ai/mastra/pull/14282))

- Limit oversized observational-memory tool results before they reach the observer. ([#14344](https://github.com/mastra-ai/mastra/pull/14344))

  This strips large `encryptedContent` blobs and truncates remaining tool result payloads to keep observer prompts and token estimates aligned with what the model actually sees.

- Improved observational memory cache stability by splitting persisted observations into separate prompt chunks using dated message boundary delimiters. ([#14367](https://github.com/mastra-ai/mastra/pull/14367))

  Added `getObservationsAsOf()` utility to retrieve the observations that were active at a specific point in time. This enables filtering observation history by message creation date.

  ```ts
  import { getObservationsAsOf } from '@mastra/memory';

  // Get observations that existed when a specific message was created
  const observations = getObservationsAsOf(record.activeObservations, message.createdAt);
  ```

- Updated dependencies [[`4444280`](https://github.com/mastra-ai/mastra/commit/444428094253e916ec077e66284e685fde67021e), [`dbb879a`](https://github.com/mastra-ai/mastra/commit/dbb879af0b809c668e9b3a9d8bac97d806caa267), [`8de3555`](https://github.com/mastra-ai/mastra/commit/8de355572c6fd838f863a3e7e6fe24d0947b774f)]:
  - @mastra/core@1.14.0-alpha.2

## 1.8.3-alpha.0

### Patch Changes

- Updated dependencies [[`51970b3`](https://github.com/mastra-ai/mastra/commit/51970b3828494d59a8dd4df143b194d37d31e3f5), [`4a7ce05`](https://github.com/mastra-ai/mastra/commit/4a7ce05125b8d3d260f68f1fc4a6c6866d22ba24), [`085e371`](https://github.com/mastra-ai/mastra/commit/085e3718a7d0fe9a210fe7dd1c867b9bdfe8d16b), [`ce26fe2`](https://github.com/mastra-ai/mastra/commit/ce26fe2166dd90254f8bee5776e55977143e97de), [`b26307f`](https://github.com/mastra-ai/mastra/commit/b26307f050df39629511b0e831b8fc26973ce8b1)]:
  - @mastra/core@1.13.3-alpha.0
  - @mastra/schema-compat@1.2.5-alpha.0

## 1.8.2

### Patch Changes

- Updated dependencies [[`0ce6035`](https://github.com/mastra-ai/mastra/commit/0ce603591189f547397704e53f23c77bc5630071), [`1978bc4`](https://github.com/mastra-ai/mastra/commit/1978bc424dbb04f5f7c5d8522f07f1166006fa3f)]:
  - @mastra/core@1.13.2
  - @mastra/schema-compat@1.2.4

## 1.8.2-alpha.0

### Patch Changes

- Updated dependencies [[`0ce6035`](https://github.com/mastra-ai/mastra/commit/0ce603591189f547397704e53f23c77bc5630071), [`1978bc4`](https://github.com/mastra-ai/mastra/commit/1978bc424dbb04f5f7c5d8522f07f1166006fa3f)]:
  - @mastra/core@1.13.2-alpha.0
  - @mastra/schema-compat@1.2.4-alpha.0

## 1.8.1

### Patch Changes

- Updated dependencies [[`c4e600e`](https://github.com/mastra-ai/mastra/commit/c4e600e39a04309c3a7ff182bd806ab2b3c788ea), [`205e76c`](https://github.com/mastra-ai/mastra/commit/205e76c3ba652205dafb037f50a4a8eea73f6736)]:
  - @mastra/schema-compat@1.2.3
  - @mastra/core@1.13.1

## 1.8.0

### Minor Changes

- Added observer context optimization for Observational Memory. The `observation.previousObserverTokens` field reduces Observer input token costs for long-running conversations: ([#13568](https://github.com/mastra-ai/mastra/pull/13568))
  - **previousObserverTokens** (default: `2000`): Truncates the 'Previous Observations' section to a token budget, keeping the most recent observations and automatically replacing already-reflected lines with the buffered reflection summary. Set to `0` to omit previous observations entirely, or `false` to disable truncation and keep the full observation history.

  ```typescript
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        observation: {
          previousObserverTokens: 10_000,
        },
      },
    },
  });
  ```

### Patch Changes

- Updated dependencies [[`ea86967`](https://github.com/mastra-ai/mastra/commit/ea86967449426e0a3673253bd1c2c052a99d970d), [`db21c21`](https://github.com/mastra-ai/mastra/commit/db21c21a6ae5f33539262cc535342fa8757eb359), [`a1d6b9c`](https://github.com/mastra-ai/mastra/commit/a1d6b9c907c909f259632a7ea26e9e3c221fb691), [`11f5dbe`](https://github.com/mastra-ai/mastra/commit/11f5dbe9a1e7ad8ef3b1ea34fb4a9fa3631d1587), [`c562ec2`](https://github.com/mastra-ai/mastra/commit/c562ec228f1af63693e2984ffa9712aa6db8fea8), [`6751354`](https://github.com/mastra-ai/mastra/commit/67513544d1a64be891d9de7624d40aadc895d56e), [`c958cd3`](https://github.com/mastra-ai/mastra/commit/c958cd36627c1eea122ec241b2b15492977a263a), [`86f2426`](https://github.com/mastra-ai/mastra/commit/86f242631d252a172d2f9f9a2ea0feb8647a76b0), [`950eb07`](https://github.com/mastra-ai/mastra/commit/950eb07b7e7354629630e218d49550fdd299c452)]:
  - @mastra/core@1.13.0
  - @mastra/schema-compat@1.2.2

## 1.8.0-alpha.0

### Minor Changes

- Added observer context optimization for Observational Memory. The `observation.previousObserverTokens` field reduces Observer input token costs for long-running conversations: ([#13568](https://github.com/mastra-ai/mastra/pull/13568))
  - **previousObserverTokens** (default: `2000`): Truncates the 'Previous Observations' section to a token budget, keeping the most recent observations and automatically replacing already-reflected lines with the buffered reflection summary. Set to `0` to omit previous observations entirely, or `false` to disable truncation and keep the full observation history.

  ```typescript
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        observation: {
          previousObserverTokens: 10_000,
        },
      },
    },
  });
  ```

### Patch Changes

- Updated dependencies [[`ea86967`](https://github.com/mastra-ai/mastra/commit/ea86967449426e0a3673253bd1c2c052a99d970d), [`db21c21`](https://github.com/mastra-ai/mastra/commit/db21c21a6ae5f33539262cc535342fa8757eb359), [`a1d6b9c`](https://github.com/mastra-ai/mastra/commit/a1d6b9c907c909f259632a7ea26e9e3c221fb691), [`11f5dbe`](https://github.com/mastra-ai/mastra/commit/11f5dbe9a1e7ad8ef3b1ea34fb4a9fa3631d1587), [`c562ec2`](https://github.com/mastra-ai/mastra/commit/c562ec228f1af63693e2984ffa9712aa6db8fea8), [`6751354`](https://github.com/mastra-ai/mastra/commit/67513544d1a64be891d9de7624d40aadc895d56e), [`c958cd3`](https://github.com/mastra-ai/mastra/commit/c958cd36627c1eea122ec241b2b15492977a263a), [`86f2426`](https://github.com/mastra-ai/mastra/commit/86f242631d252a172d2f9f9a2ea0feb8647a76b0), [`950eb07`](https://github.com/mastra-ai/mastra/commit/950eb07b7e7354629630e218d49550fdd299c452)]:
  - @mastra/core@1.13.0-alpha.0
  - @mastra/schema-compat@1.2.2-alpha.0

## 1.7.0

### Minor Changes

- Observational Memory now performs local threshold checks with lower CPU and memory overhead. ([#14178](https://github.com/mastra-ai/mastra/pull/14178))

  This update keeps the same multimodal thresholding behavior for image-aware inputs, so existing Observational Memory configurations continue to work without changes.

### Patch Changes

- Updated dependencies [[`709362d`](https://github.com/mastra-ai/mastra/commit/709362d67b80d8832729bbf9e449cad27640a5d2), [`cddf895`](https://github.com/mastra-ai/mastra/commit/cddf895532b8ee7f9fa814136ec672f53d37a9ba), [`9cede11`](https://github.com/mastra-ai/mastra/commit/9cede110abac9d93072e0521bb3c8bcafb9fdadf), [`a59f126`](https://github.com/mastra-ai/mastra/commit/a59f1269104f54726699c5cdb98c72c93606d2df), [`ed8fd75`](https://github.com/mastra-ai/mastra/commit/ed8fd75cbff03bb5e19971ddb30ab7040fc60447), [`c510833`](https://github.com/mastra-ai/mastra/commit/c5108333e8cbc19dafee5f8bfefbcb5ee935335c), [`c4c7dad`](https://github.com/mastra-ai/mastra/commit/c4c7dadfe2e4584f079f6c24bfabdb8c4981827f), [`787f3ac`](https://github.com/mastra-ai/mastra/commit/787f3ac08b3bb77413645a7ab5c447fa851708fd), [`45c3112`](https://github.com/mastra-ai/mastra/commit/45c31122666a0cc56b94727099fcb1871ed1b3f6), [`7296fcc`](https://github.com/mastra-ai/mastra/commit/7296fcc599c876a68699a71c7054a16d5aaf2337), [`00c27f9`](https://github.com/mastra-ai/mastra/commit/00c27f9080731433230a61be69c44e39a7a7b4c7), [`5e7c287`](https://github.com/mastra-ai/mastra/commit/5e7c28701f2bce795dd5c811e4c3060bf2ea2242), [`7e17d3f`](https://github.com/mastra-ai/mastra/commit/7e17d3f656fdda2aad47c4beb8c491636d70820c), [`ee19c9b`](https://github.com/mastra-ai/mastra/commit/ee19c9ba3ec3ed91feb214ad539bdc766c53bb01)]:
  - @mastra/schema-compat@1.2.1
  - @mastra/core@1.12.0

## 1.7.0-alpha.1

### Minor Changes

- Observational Memory now performs local threshold checks with lower CPU and memory overhead. ([#14178](https://github.com/mastra-ai/mastra/pull/14178))

  This update keeps the same multimodal thresholding behavior for image-aware inputs, so existing Observational Memory configurations continue to work without changes.

### Patch Changes

- Updated dependencies [[`709362d`](https://github.com/mastra-ai/mastra/commit/709362d67b80d8832729bbf9e449cad27640a5d2), [`9cede11`](https://github.com/mastra-ai/mastra/commit/9cede110abac9d93072e0521bb3c8bcafb9fdadf), [`a59f126`](https://github.com/mastra-ai/mastra/commit/a59f1269104f54726699c5cdb98c72c93606d2df), [`c510833`](https://github.com/mastra-ai/mastra/commit/c5108333e8cbc19dafee5f8bfefbcb5ee935335c), [`7296fcc`](https://github.com/mastra-ai/mastra/commit/7296fcc599c876a68699a71c7054a16d5aaf2337), [`00c27f9`](https://github.com/mastra-ai/mastra/commit/00c27f9080731433230a61be69c44e39a7a7b4c7), [`ee19c9b`](https://github.com/mastra-ai/mastra/commit/ee19c9ba3ec3ed91feb214ad539bdc766c53bb01)]:
  - @mastra/schema-compat@1.2.1-alpha.1
  - @mastra/core@1.12.0-alpha.1

## 1.6.3-alpha.0

### Patch Changes

- Updated dependencies [[`cddf895`](https://github.com/mastra-ai/mastra/commit/cddf895532b8ee7f9fa814136ec672f53d37a9ba), [`aede3cc`](https://github.com/mastra-ai/mastra/commit/aede3cc2a83b54bbd9e9a54c8aedcd1708b2ef87), [`c4c7dad`](https://github.com/mastra-ai/mastra/commit/c4c7dadfe2e4584f079f6c24bfabdb8c4981827f), [`787f3ac`](https://github.com/mastra-ai/mastra/commit/787f3ac08b3bb77413645a7ab5c447fa851708fd), [`45c3112`](https://github.com/mastra-ai/mastra/commit/45c31122666a0cc56b94727099fcb1871ed1b3f6), [`5e7c287`](https://github.com/mastra-ai/mastra/commit/5e7c28701f2bce795dd5c811e4c3060bf2ea2242), [`7e17d3f`](https://github.com/mastra-ai/mastra/commit/7e17d3f656fdda2aad47c4beb8c491636d70820c)]:
  - @mastra/core@1.12.0-alpha.0
  - @mastra/schema-compat@1.2.1-alpha.0

## 1.6.2

### Patch Changes

- Add image and file attachment support to Observational Memory. The observer can now see and reason about images and files in conversation history, and attachment token counts are included in observation thresholds. Provider-backed token counting is used when available, with results cached for faster subsequent runs. ([#13953](https://github.com/mastra-ai/mastra/pull/13953))

- Added observational memory repro tooling for recording, analyzing, and sanitizing captures before sharing them. ([#13877](https://github.com/mastra-ai/mastra/pull/13877))

- fix: respect `lastMessages: false` in `recall()` to disable conversation history ([#12951](https://github.com/mastra-ai/mastra/pull/12951))

  Setting `lastMessages: false` in Memory options now correctly prevents `recall()` from returning previous messages. Previously, the agent would retain the full conversation history despite this setting being disabled.

  Callers can still pass `perPage: false` explicitly to `recall()` to retrieve all messages (e.g., for displaying thread history in a UI).

- fix(memory): handle dynamic functions returning ModelWithRetries[] in observational memory model resolution ([#13902](https://github.com/mastra-ai/mastra/pull/13902))

- Fixed observational memory activation using outdated buffered observations in some long-running threads. Activation now uses the latest thread state so the correct observations are promoted. ([#13955](https://github.com/mastra-ai/mastra/pull/13955))

- Fixed message loss when saving certain messages so text content is preserved. ([#13918](https://github.com/mastra-ai/mastra/pull/13918))

- Added a compatibility guard so observational memory now fails fast when @mastra/core does not support request-response-id-rotation. ([#13887](https://github.com/mastra-ai/mastra/pull/13887))

- Updated dependencies [[`4f71b43`](https://github.com/mastra-ai/mastra/commit/4f71b436a4a6b8839842d8da47b57b84509af56c), [`a070277`](https://github.com/mastra-ai/mastra/commit/a07027766ce195ba74d0783116d894cbab25d44c), [`b628b91`](https://github.com/mastra-ai/mastra/commit/b628b9128b372c0f54214d902b07279f03443900), [`332c014`](https://github.com/mastra-ai/mastra/commit/332c014e076b81edf7fe45b58205882726415e90), [`6b63153`](https://github.com/mastra-ai/mastra/commit/6b63153878ea841c0f4ce632ba66bb33e57e9c1b), [`4246e34`](https://github.com/mastra-ai/mastra/commit/4246e34cec9c26636d0965942268e6d07c346671), [`b8837ee`](https://github.com/mastra-ai/mastra/commit/b8837ee77e2e84197609762bfabd8b3da326d30c), [`866cc2c`](https://github.com/mastra-ai/mastra/commit/866cc2cb1f0e3b314afab5194f69477fada745d1), [`fb58ce1`](https://github.com/mastra-ai/mastra/commit/fb58ce1de85d57f142005c4b3b7559f909167a3f), [`5d950f7`](https://github.com/mastra-ai/mastra/commit/5d950f7bf426a215a1808f0abef7de5c8336ba1c), [`28c85b1`](https://github.com/mastra-ai/mastra/commit/28c85b184fc32b40f7f160483c982da6d388ecbd), [`e9a08fb`](https://github.com/mastra-ai/mastra/commit/e9a08fbef1ada7e50e961e2f54f55e8c10b4a45c), [`1d0a8a8`](https://github.com/mastra-ai/mastra/commit/1d0a8a8acf33203d5744fc429b090ad8598aa8ed), [`631ffd8`](https://github.com/mastra-ai/mastra/commit/631ffd82fed108648b448b28e6a90e38c5f53bf5), [`6bcbf8a`](https://github.com/mastra-ai/mastra/commit/6bcbf8a6774d5a53b21d61db8a45ce2593ca1616), [`aae2295`](https://github.com/mastra-ai/mastra/commit/aae2295838a2d329ad6640829e87934790ffe5b8), [`aa61f29`](https://github.com/mastra-ai/mastra/commit/aa61f29ff8095ce46a4ae16e46c4d8c79b2b685b), [`7ff3714`](https://github.com/mastra-ai/mastra/commit/7ff37148515439bb3be009a60e02c3e363299760), [`18c3a90`](https://github.com/mastra-ai/mastra/commit/18c3a90c9e48cf69500e308affeb8eba5860b2af), [`41d79a1`](https://github.com/mastra-ai/mastra/commit/41d79a14bd8cb6de1e2565fd0a04786bae2f211b), [`f35487b`](https://github.com/mastra-ai/mastra/commit/f35487bb2d46c636e22aa71d90025613ae38235a), [`6dc2192`](https://github.com/mastra-ai/mastra/commit/6dc21921aef0f0efab15cd0805fa3d18f277a76f), [`eeb3a3f`](https://github.com/mastra-ai/mastra/commit/eeb3a3f43aca10cf49479eed2a84b7d9ecea02ba), [`e673376`](https://github.com/mastra-ai/mastra/commit/e6733763ad1321aa7e5ae15096b9c2104f93b1f3), [`05f8d90`](https://github.com/mastra-ai/mastra/commit/05f8d9009290ce6aa03428b3add635268615db85), [`b2204c9`](https://github.com/mastra-ai/mastra/commit/b2204c98a42848bbfb6f0440f005dc2b6354f1cd), [`a1bf1e3`](https://github.com/mastra-ai/mastra/commit/a1bf1e385ed4c0ef6f11b56c5887442970d127f2), [`b6f647a`](https://github.com/mastra-ai/mastra/commit/b6f647ae2388e091f366581595feb957e37d5b40), [`0c57b8b`](https://github.com/mastra-ai/mastra/commit/0c57b8b0a69a97b5a4ae3f79be6c610f29f3cf7b), [`b081f27`](https://github.com/mastra-ai/mastra/commit/b081f272cf411716e1d6bd72ceac4bcee2657b19), [`4b8da97`](https://github.com/mastra-ai/mastra/commit/4b8da97a5ce306e97869df6c39535d9069e563db), [`0c09eac`](https://github.com/mastra-ai/mastra/commit/0c09eacb1926f64cfdc9ae5c6d63385cf8c9f72c), [`6b9b93d`](https://github.com/mastra-ai/mastra/commit/6b9b93d6f459d1ba6e36f163abf62a085ddb3d64), [`31b6067`](https://github.com/mastra-ai/mastra/commit/31b6067d0cc3ab10e1b29c36147f3b5266bc714a), [`797ac42`](https://github.com/mastra-ai/mastra/commit/797ac4276de231ad2d694d9aeca75980f6cd0419), [`aae2295`](https://github.com/mastra-ai/mastra/commit/aae2295838a2d329ad6640829e87934790ffe5b8), [`0bc289e`](https://github.com/mastra-ai/mastra/commit/0bc289e2d476bf46c5b91c21969e8d0c6864691c), [`9b75a06`](https://github.com/mastra-ai/mastra/commit/9b75a06e53ebb0b950ba7c1e83a0142047185f46), [`4c3a1b1`](https://github.com/mastra-ai/mastra/commit/4c3a1b122ea083e003d71092f30f3b31680b01c0), [`256df35`](https://github.com/mastra-ai/mastra/commit/256df3571d62beb3ad4971faa432927cc140e603), [`85cc3b3`](https://github.com/mastra-ai/mastra/commit/85cc3b3b6f32ae4b083c26498f50d5b250ba944b), [`97ea28c`](https://github.com/mastra-ai/mastra/commit/97ea28c746e9e4147d56047bbb1c4a92417a3fec), [`d567299`](https://github.com/mastra-ai/mastra/commit/d567299cf81e02bd9d5221d4bc05967d6c224161), [`716ffe6`](https://github.com/mastra-ai/mastra/commit/716ffe68bed81f7c2690bc8581b9e140f7bf1c3d), [`8296332`](https://github.com/mastra-ai/mastra/commit/8296332de21c16e3dfc3d0b2d615720a6dc88f2f), [`4df2116`](https://github.com/mastra-ai/mastra/commit/4df211619dd922c047d396ca41cd7027c8c4c8e7), [`2219c1a`](https://github.com/mastra-ai/mastra/commit/2219c1acbd21da116da877f0036ffb985a9dd5a3), [`17c4145`](https://github.com/mastra-ai/mastra/commit/17c4145166099354545582335b5252bdfdfd908b)]:
  - @mastra/core@1.11.0
  - @mastra/schema-compat@1.2.0

## 1.6.2-alpha.0

### Patch Changes

- Add image and file attachment support to Observational Memory. The observer can now see and reason about images and files in conversation history, and attachment token counts are included in observation thresholds. Provider-backed token counting is used when available, with results cached for faster subsequent runs. ([#13953](https://github.com/mastra-ai/mastra/pull/13953))

- Added observational memory repro tooling for recording, analyzing, and sanitizing captures before sharing them. ([#13877](https://github.com/mastra-ai/mastra/pull/13877))

- fix: respect `lastMessages: false` in `recall()` to disable conversation history ([#12951](https://github.com/mastra-ai/mastra/pull/12951))

  Setting `lastMessages: false` in Memory options now correctly prevents `recall()` from returning previous messages. Previously, the agent would retain the full conversation history despite this setting being disabled.

  Callers can still pass `perPage: false` explicitly to `recall()` to retrieve all messages (e.g., for displaying thread history in a UI).

- fix(memory): handle dynamic functions returning ModelWithRetries[] in observational memory model resolution ([#13902](https://github.com/mastra-ai/mastra/pull/13902))

- Fixed observational memory activation using outdated buffered observations in some long-running threads. Activation now uses the latest thread state so the correct observations are promoted. ([#13955](https://github.com/mastra-ai/mastra/pull/13955))

- Fixed message loss when saving certain messages so text content is preserved. ([#13918](https://github.com/mastra-ai/mastra/pull/13918))

- Added a compatibility guard so observational memory now fails fast when @mastra/core does not support request-response-id-rotation. ([#13887](https://github.com/mastra-ai/mastra/pull/13887))

- Updated dependencies [[`4f71b43`](https://github.com/mastra-ai/mastra/commit/4f71b436a4a6b8839842d8da47b57b84509af56c), [`a070277`](https://github.com/mastra-ai/mastra/commit/a07027766ce195ba74d0783116d894cbab25d44c), [`b628b91`](https://github.com/mastra-ai/mastra/commit/b628b9128b372c0f54214d902b07279f03443900), [`332c014`](https://github.com/mastra-ai/mastra/commit/332c014e076b81edf7fe45b58205882726415e90), [`6b63153`](https://github.com/mastra-ai/mastra/commit/6b63153878ea841c0f4ce632ba66bb33e57e9c1b), [`4246e34`](https://github.com/mastra-ai/mastra/commit/4246e34cec9c26636d0965942268e6d07c346671), [`b8837ee`](https://github.com/mastra-ai/mastra/commit/b8837ee77e2e84197609762bfabd8b3da326d30c), [`fb58ce1`](https://github.com/mastra-ai/mastra/commit/fb58ce1de85d57f142005c4b3b7559f909167a3f), [`5d950f7`](https://github.com/mastra-ai/mastra/commit/5d950f7bf426a215a1808f0abef7de5c8336ba1c), [`28c85b1`](https://github.com/mastra-ai/mastra/commit/28c85b184fc32b40f7f160483c982da6d388ecbd), [`e9a08fb`](https://github.com/mastra-ai/mastra/commit/e9a08fbef1ada7e50e961e2f54f55e8c10b4a45c), [`631ffd8`](https://github.com/mastra-ai/mastra/commit/631ffd82fed108648b448b28e6a90e38c5f53bf5), [`aae2295`](https://github.com/mastra-ai/mastra/commit/aae2295838a2d329ad6640829e87934790ffe5b8), [`aa61f29`](https://github.com/mastra-ai/mastra/commit/aa61f29ff8095ce46a4ae16e46c4d8c79b2b685b), [`7ff3714`](https://github.com/mastra-ai/mastra/commit/7ff37148515439bb3be009a60e02c3e363299760), [`41d79a1`](https://github.com/mastra-ai/mastra/commit/41d79a14bd8cb6de1e2565fd0a04786bae2f211b), [`e673376`](https://github.com/mastra-ai/mastra/commit/e6733763ad1321aa7e5ae15096b9c2104f93b1f3), [`b2204c9`](https://github.com/mastra-ai/mastra/commit/b2204c98a42848bbfb6f0440f005dc2b6354f1cd), [`a1bf1e3`](https://github.com/mastra-ai/mastra/commit/a1bf1e385ed4c0ef6f11b56c5887442970d127f2), [`b6f647a`](https://github.com/mastra-ai/mastra/commit/b6f647ae2388e091f366581595feb957e37d5b40), [`0c57b8b`](https://github.com/mastra-ai/mastra/commit/0c57b8b0a69a97b5a4ae3f79be6c610f29f3cf7b), [`b081f27`](https://github.com/mastra-ai/mastra/commit/b081f272cf411716e1d6bd72ceac4bcee2657b19), [`0c09eac`](https://github.com/mastra-ai/mastra/commit/0c09eacb1926f64cfdc9ae5c6d63385cf8c9f72c), [`6b9b93d`](https://github.com/mastra-ai/mastra/commit/6b9b93d6f459d1ba6e36f163abf62a085ddb3d64), [`31b6067`](https://github.com/mastra-ai/mastra/commit/31b6067d0cc3ab10e1b29c36147f3b5266bc714a), [`797ac42`](https://github.com/mastra-ai/mastra/commit/797ac4276de231ad2d694d9aeca75980f6cd0419), [`aae2295`](https://github.com/mastra-ai/mastra/commit/aae2295838a2d329ad6640829e87934790ffe5b8), [`0bc289e`](https://github.com/mastra-ai/mastra/commit/0bc289e2d476bf46c5b91c21969e8d0c6864691c), [`9b75a06`](https://github.com/mastra-ai/mastra/commit/9b75a06e53ebb0b950ba7c1e83a0142047185f46), [`4c3a1b1`](https://github.com/mastra-ai/mastra/commit/4c3a1b122ea083e003d71092f30f3b31680b01c0), [`85cc3b3`](https://github.com/mastra-ai/mastra/commit/85cc3b3b6f32ae4b083c26498f50d5b250ba944b), [`97ea28c`](https://github.com/mastra-ai/mastra/commit/97ea28c746e9e4147d56047bbb1c4a92417a3fec), [`d567299`](https://github.com/mastra-ai/mastra/commit/d567299cf81e02bd9d5221d4bc05967d6c224161), [`716ffe6`](https://github.com/mastra-ai/mastra/commit/716ffe68bed81f7c2690bc8581b9e140f7bf1c3d), [`8296332`](https://github.com/mastra-ai/mastra/commit/8296332de21c16e3dfc3d0b2d615720a6dc88f2f), [`4df2116`](https://github.com/mastra-ai/mastra/commit/4df211619dd922c047d396ca41cd7027c8c4c8e7), [`2219c1a`](https://github.com/mastra-ai/mastra/commit/2219c1acbd21da116da877f0036ffb985a9dd5a3), [`17c4145`](https://github.com/mastra-ai/mastra/commit/17c4145166099354545582335b5252bdfdfd908b)]:
  - @mastra/core@1.11.0-alpha.0
  - @mastra/schema-compat@1.2.0-alpha.0

## 1.6.1

### Patch Changes

- Improved confidence in observational memory threshold behavior through expanded automated test coverage. No public API changes. ([#13785](https://github.com/mastra-ai/mastra/pull/13785))

- Improved Observational Memory reliability: fixed future-date annotations producing invalid strings, fixed a duplicate inline-date matching bug, and hardened the process-level operation registry against concurrent operation tracking errors. ([#13774](https://github.com/mastra-ai/mastra/pull/13774))

- Fixed buffered activation cleanup to respect the configured retention floor so message history does not collapse unexpectedly after activation. ([#13745](https://github.com/mastra-ai/mastra/pull/13745))

- Fixed orphaned vector embeddings accumulating when memory threads or messages are deleted. Calling `memory.deleteThread()` or `memory.deleteMessages()` now automatically cleans up associated vector embeddings across all supported vector store backends. Cleanup is non-blocking and does not slow down the delete call. Also fixed `updateMessages` not cleaning up old vectors correctly when using a non-default index separator (e.g. Pinecone). ([#12227](https://github.com/mastra-ai/mastra/pull/12227))

- Repeated token counts in OM are faster and more reliable, estimates are now persisted on metadata, and totals remain consistent after saving and loading conversations. ([#13745](https://github.com/mastra-ai/mastra/pull/13745))

- Improved observational memory marker creation consistency for more reliable debugging and UI status behavior. No public API changes. ([#13779](https://github.com/mastra-ai/mastra/pull/13779))

- Fixed observational memory token counting to use stored model output for tool results transformed with toModelOutput. ([#13862](https://github.com/mastra-ai/mastra/pull/13862))

- Fix working memory data corruption when using resource scope across threads ([#12415](https://github.com/mastra-ai/mastra/pull/12415))
  - Add mutex protection to `updateWorkingMemory()` to prevent race conditions during concurrent updates
  - Add normalized whitespace comparison to `__experimental_updateWorkingMemoryVNext()` to detect template duplicates with whitespace variations
  - Add validation to `updateWorkingMemoryTool` to prevent LLM from accidentally wiping existing data by sending empty template
  - Improve template removal logic to handle line ending variations

- Updated dependencies [[`41e48c1`](https://github.com/mastra-ai/mastra/commit/41e48c198eee846478e60c02ec432c19d322a517), [`82469d3`](https://github.com/mastra-ai/mastra/commit/82469d3135d5a49dd8dc8feec0ff398b4e0225a0), [`33e2fd5`](https://github.com/mastra-ai/mastra/commit/33e2fd5088f83666df17401e2da68c943dbc0448), [`7ef6e2c`](https://github.com/mastra-ai/mastra/commit/7ef6e2c61be5a42e26f55d15b5902866fc76634f), [`b12d2a5`](https://github.com/mastra-ai/mastra/commit/b12d2a59a48be0477cabae66eb6cf0fc94a7d40d), [`fa37d39`](https://github.com/mastra-ai/mastra/commit/fa37d39910421feaf8847716292e3d65dd4f30c2), [`b12d2a5`](https://github.com/mastra-ai/mastra/commit/b12d2a59a48be0477cabae66eb6cf0fc94a7d40d), [`71c38bf`](https://github.com/mastra-ai/mastra/commit/71c38bf905905148ecd0e75c07c1f9825d299b76), [`f993c38`](https://github.com/mastra-ai/mastra/commit/f993c3848c97479b813231be872443bedeced6ab), [`f51849a`](https://github.com/mastra-ai/mastra/commit/f51849a568935122b5100b7ee69704e6d680cf7b), [`9bf3a0d`](https://github.com/mastra-ai/mastra/commit/9bf3a0dac602787925f1762f1f0387d7b4a59620), [`cafa045`](https://github.com/mastra-ai/mastra/commit/cafa0453c9de141ad50c09a13894622dffdd9978), [`1fd9ddb`](https://github.com/mastra-ai/mastra/commit/1fd9ddbb3fe83b281b12bd2e27e426ae86288266), [`6135ef4`](https://github.com/mastra-ai/mastra/commit/6135ef4f5288652bf45f616ec590607e4c95f443), [`d9d228c`](https://github.com/mastra-ai/mastra/commit/d9d228c0c6ae82ae6ce3b540a3a56b2b1c2b8d98), [`5576507`](https://github.com/mastra-ai/mastra/commit/55765071e360fb97e443aa0a91ccf7e1cd8d92aa), [`79d69c9`](https://github.com/mastra-ai/mastra/commit/79d69c9d5f842ff1c31352fb6026f04c1f6190f3), [`94f44b8`](https://github.com/mastra-ai/mastra/commit/94f44b827ce57b179e50f4916a84c0fa6e7f3b8c), [`13187db`](https://github.com/mastra-ai/mastra/commit/13187dbac880174232dedc5a501ff6c5d0fe59bc), [`2ae5311`](https://github.com/mastra-ai/mastra/commit/2ae531185fff66a80fa165c0999e3d801900e89d), [`6135ef4`](https://github.com/mastra-ai/mastra/commit/6135ef4f5288652bf45f616ec590607e4c95f443)]:
  - @mastra/core@1.10.0

## 1.6.1-alpha.0

### Patch Changes

- Improved confidence in observational memory threshold behavior through expanded automated test coverage. No public API changes. ([#13785](https://github.com/mastra-ai/mastra/pull/13785))

- Improved Observational Memory reliability: fixed future-date annotations producing invalid strings, fixed a duplicate inline-date matching bug, and hardened the process-level operation registry against concurrent operation tracking errors. ([#13774](https://github.com/mastra-ai/mastra/pull/13774))

- Fixed buffered activation cleanup to respect the configured retention floor so message history does not collapse unexpectedly after activation. ([#13745](https://github.com/mastra-ai/mastra/pull/13745))

- Fixed orphaned vector embeddings accumulating when memory threads or messages are deleted. Calling `memory.deleteThread()` or `memory.deleteMessages()` now automatically cleans up associated vector embeddings across all supported vector store backends. Cleanup is non-blocking and does not slow down the delete call. Also fixed `updateMessages` not cleaning up old vectors correctly when using a non-default index separator (e.g. Pinecone). ([#12227](https://github.com/mastra-ai/mastra/pull/12227))

- Repeated token counts in OM are faster and more reliable, estimates are now persisted on metadata, and totals remain consistent after saving and loading conversations. ([#13745](https://github.com/mastra-ai/mastra/pull/13745))

- Improved observational memory marker creation consistency for more reliable debugging and UI status behavior. No public API changes. ([#13779](https://github.com/mastra-ai/mastra/pull/13779))

- Fixed observational memory token counting to use stored model output for tool results transformed with toModelOutput. ([#13862](https://github.com/mastra-ai/mastra/pull/13862))

- Fix working memory data corruption when using resource scope across threads ([#12415](https://github.com/mastra-ai/mastra/pull/12415))
  - Add mutex protection to `updateWorkingMemory()` to prevent race conditions during concurrent updates
  - Add normalized whitespace comparison to `__experimental_updateWorkingMemoryVNext()` to detect template duplicates with whitespace variations
  - Add validation to `updateWorkingMemoryTool` to prevent LLM from accidentally wiping existing data by sending empty template
  - Improve template removal logic to handle line ending variations

- Updated dependencies [[`41e48c1`](https://github.com/mastra-ai/mastra/commit/41e48c198eee846478e60c02ec432c19d322a517), [`82469d3`](https://github.com/mastra-ai/mastra/commit/82469d3135d5a49dd8dc8feec0ff398b4e0225a0), [`33e2fd5`](https://github.com/mastra-ai/mastra/commit/33e2fd5088f83666df17401e2da68c943dbc0448), [`7ef6e2c`](https://github.com/mastra-ai/mastra/commit/7ef6e2c61be5a42e26f55d15b5902866fc76634f), [`b12d2a5`](https://github.com/mastra-ai/mastra/commit/b12d2a59a48be0477cabae66eb6cf0fc94a7d40d), [`fa37d39`](https://github.com/mastra-ai/mastra/commit/fa37d39910421feaf8847716292e3d65dd4f30c2), [`b12d2a5`](https://github.com/mastra-ai/mastra/commit/b12d2a59a48be0477cabae66eb6cf0fc94a7d40d), [`71c38bf`](https://github.com/mastra-ai/mastra/commit/71c38bf905905148ecd0e75c07c1f9825d299b76), [`f993c38`](https://github.com/mastra-ai/mastra/commit/f993c3848c97479b813231be872443bedeced6ab), [`f51849a`](https://github.com/mastra-ai/mastra/commit/f51849a568935122b5100b7ee69704e6d680cf7b), [`9bf3a0d`](https://github.com/mastra-ai/mastra/commit/9bf3a0dac602787925f1762f1f0387d7b4a59620), [`cafa045`](https://github.com/mastra-ai/mastra/commit/cafa0453c9de141ad50c09a13894622dffdd9978), [`1fd9ddb`](https://github.com/mastra-ai/mastra/commit/1fd9ddbb3fe83b281b12bd2e27e426ae86288266), [`6135ef4`](https://github.com/mastra-ai/mastra/commit/6135ef4f5288652bf45f616ec590607e4c95f443), [`d9d228c`](https://github.com/mastra-ai/mastra/commit/d9d228c0c6ae82ae6ce3b540a3a56b2b1c2b8d98), [`5576507`](https://github.com/mastra-ai/mastra/commit/55765071e360fb97e443aa0a91ccf7e1cd8d92aa), [`79d69c9`](https://github.com/mastra-ai/mastra/commit/79d69c9d5f842ff1c31352fb6026f04c1f6190f3), [`94f44b8`](https://github.com/mastra-ai/mastra/commit/94f44b827ce57b179e50f4916a84c0fa6e7f3b8c), [`13187db`](https://github.com/mastra-ai/mastra/commit/13187dbac880174232dedc5a501ff6c5d0fe59bc), [`2ae5311`](https://github.com/mastra-ai/mastra/commit/2ae531185fff66a80fa165c0999e3d801900e89d), [`6135ef4`](https://github.com/mastra-ai/mastra/commit/6135ef4f5288652bf45f616ec590607e4c95f443)]:
  - @mastra/core@1.10.0-alpha.0

## 1.6.0

### Minor Changes

- Added Observational Memory cloning when forking threads. Thread-scoped OM is cloned with remapped message IDs. Resource-scoped OM is shared when the resourceId stays the same, and cloned with remapped thread tags when the resourceId changes. Only the current OM generation is cloned (older history generations are not copied). If OM cloning fails, the already-persisted thread clone is rolled back. ([#13569](https://github.com/mastra-ai/mastra/pull/13569))

### Patch Changes

- Stop auto-applying `maxOutputTokens: 100_000` to observer and reflector models when users supply their own model. ([#13563](https://github.com/mastra-ai/mastra/pull/13563))

  Previously, the 100k default was always injected regardless of model choice. Now it is only applied when using the built-in default model (`google/gemini-2.5-flash`). If you set a custom `observation.model` or `reflection.model`, no `maxOutputTokens` default is added — pass it explicitly in `modelSettings` if your model needs it.

- Fixed duplicate user messages when observational memory async buffering is active. Sealed-for-buffering messages without observation markers are now skipped in per-step save instead of being re-saved with new IDs. ([#13130](https://github.com/mastra-ai/mastra/pull/13130))

- Fixed stale continuation hints in observational memory. ([#13606](https://github.com/mastra-ai/mastra/pull/13606))

  When newer outputs omit continuation hints, old hints are now cleared. This prevents outdated task and response guidance from appearing in later turns.

- Fixed a bug where async buffered observations generated stale continuation hints (suggested response and current task) that would be injected into the agent's context on the next turn, causing the agent to reply to old messages or work on already-completed tasks. ([#13678](https://github.com/mastra-ai/mastra/pull/13678))

- Fixed observational memory compatibility with Codex and other stream-only providers. Observer and reflector calls now use the streaming API internally, so providers that require `stream: true` in requests work correctly out of the box. ([#13563](https://github.com/mastra-ai/mastra/pull/13563))

- Fixed Memory.recall() to include pagination metadata (total, page, perPage, hasMore) in its response, ensuring consistent pagination regardless of whether agentId is provided. Fixes #13277 ([#13278](https://github.com/mastra-ai/mastra/pull/13278))

- Updated dependencies [[`504fc8b`](https://github.com/mastra-ai/mastra/commit/504fc8b9d0ddab717577ad3bf9c95ea4bd5377bd), [`f9c150b`](https://github.com/mastra-ai/mastra/commit/f9c150b7595ad05ad9cc9a11098e2944361e8c22), [`88de7e8`](https://github.com/mastra-ai/mastra/commit/88de7e8dfe4b7e1951a9e441bb33136e705ce24e), [`edee4b3`](https://github.com/mastra-ai/mastra/commit/edee4b37dff0af515fc7cc0e8d71ee39e6a762f0), [`3790c75`](https://github.com/mastra-ai/mastra/commit/3790c7578cc6a47d854eb12d89e6b1912867fe29), [`e7a235b`](https://github.com/mastra-ai/mastra/commit/e7a235be6472e0c870ed6c791ddb17c492dc188b), [`d51d298`](https://github.com/mastra-ai/mastra/commit/d51d298953967aab1f58ec965b644d109214f085), [`6dbeeb9`](https://github.com/mastra-ai/mastra/commit/6dbeeb94a8b1eebb727300d1a98961f882180794), [`d5f0d8d`](https://github.com/mastra-ai/mastra/commit/d5f0d8d6a03e515ddaa9b5da19b7e44b8357b07b), [`09c3b18`](https://github.com/mastra-ai/mastra/commit/09c3b1802ff14e243a8a8baea327440bc8cc2e32), [`b896379`](https://github.com/mastra-ai/mastra/commit/b8963791c6afa79484645fcec596a201f936b9a2), [`85c84eb`](https://github.com/mastra-ai/mastra/commit/85c84ebb78aebfcba9d209c8e152b16d7a00cb71), [`a89272a`](https://github.com/mastra-ai/mastra/commit/a89272a5d71939b9fcd284e6a6dc1dd091a6bdcf), [`ee9c8df`](https://github.com/mastra-ai/mastra/commit/ee9c8df644f19d055af5f496bf4942705f5a47b7), [`77b4a25`](https://github.com/mastra-ai/mastra/commit/77b4a254e51907f8ff3a3ba95596a18e93ae4b35), [`276246e`](https://github.com/mastra-ai/mastra/commit/276246e0b9066a1ea48bbc70df84dbe528daaf99), [`08ecfdb`](https://github.com/mastra-ai/mastra/commit/08ecfdbdad6fb8285deef86a034bdf4a6047cfca), [`d5f628c`](https://github.com/mastra-ai/mastra/commit/d5f628ca86c6f6f3ff1035d52f635df32dd81cab), [`524c0f3`](https://github.com/mastra-ai/mastra/commit/524c0f3c434c3d9d18f66338dcef383d6161b59c), [`c18a0e9`](https://github.com/mastra-ai/mastra/commit/c18a0e9cef1e4ca004b2963d35e4cfc031971eac), [`4bd21ea`](https://github.com/mastra-ai/mastra/commit/4bd21ea43d44d0a0427414fc047577f9f0aa3bec), [`115a7a4`](https://github.com/mastra-ai/mastra/commit/115a7a47db5e9896fec12ae6507501adb9ec89bf), [`22a48ae`](https://github.com/mastra-ai/mastra/commit/22a48ae2513eb54d8d79dad361fddbca97a155e8), [`3c6ef79`](https://github.com/mastra-ai/mastra/commit/3c6ef798481e00d6d22563be2de98818fd4dd5e0), [`9311c17`](https://github.com/mastra-ai/mastra/commit/9311c17d7a0640d9c4da2e71b814dc67c57c6369), [`7edf78f`](https://github.com/mastra-ai/mastra/commit/7edf78f80422c43e84585f08ba11df0d4d0b73c5), [`1c4221c`](https://github.com/mastra-ai/mastra/commit/1c4221cf6032ec98d0e094d4ee11da3e48490d96), [`d25b9ea`](https://github.com/mastra-ai/mastra/commit/d25b9eabd400167255a97b690ffbc4ee4097ded5), [`fe1ce5c`](https://github.com/mastra-ai/mastra/commit/fe1ce5c9211c03d561606fda95cbfe7df1d9a9b5), [`b03c0e0`](https://github.com/mastra-ai/mastra/commit/b03c0e0389a799523929a458b0509c9e4244d562), [`0a8366b`](https://github.com/mastra-ai/mastra/commit/0a8366b0a692fcdde56c4d526e4cf03c502ae4ac), [`85664e9`](https://github.com/mastra-ai/mastra/commit/85664e9fd857320fbc245e301f764f45f66f32a3), [`bc79650`](https://github.com/mastra-ai/mastra/commit/bc796500c6e0334faa158a96077e3fb332274869), [`9257d01`](https://github.com/mastra-ai/mastra/commit/9257d01d1366d81f84c582fe02b5e200cf9621f4), [`3a3a59e`](https://github.com/mastra-ai/mastra/commit/3a3a59e8ffaa6a985fe3d9a126a3f5ade11a6724), [`3108d4e`](https://github.com/mastra-ai/mastra/commit/3108d4e649c9fddbf03253a6feeb388a5fa9fa5a), [`0c33b2c`](https://github.com/mastra-ai/mastra/commit/0c33b2c9db537f815e1c59e2c898ffce2e395a79), [`191e5bd`](https://github.com/mastra-ai/mastra/commit/191e5bd29b82f5bda35243945790da7bc7b695c2), [`f77cd94`](https://github.com/mastra-ai/mastra/commit/f77cd94c44eabed490384e7d19232a865e13214c), [`e8135c7`](https://github.com/mastra-ai/mastra/commit/e8135c7e300dac5040670eec7eab896ac6092e30), [`daca48f`](https://github.com/mastra-ai/mastra/commit/daca48f0fb17b7ae0b62a2ac40cf0e491b2fd0b7), [`257d14f`](https://github.com/mastra-ai/mastra/commit/257d14faca5931f2e4186fc165b6f0b1f915deee), [`352f25d`](https://github.com/mastra-ai/mastra/commit/352f25da316b24cdd5b410fd8dddf6a8b763da2a), [`93477d0`](https://github.com/mastra-ai/mastra/commit/93477d0769b8a13ea5ed73d508d967fb23eaeed9), [`31c78b3`](https://github.com/mastra-ai/mastra/commit/31c78b3eb28f58a8017f1dcc795c33214d87feac), [`0bc0720`](https://github.com/mastra-ai/mastra/commit/0bc07201095791858087cc56f353fcd65e87ab54), [`36516ac`](https://github.com/mastra-ai/mastra/commit/36516aca1021cbeb42e74751b46a2614101f37c8), [`e947652`](https://github.com/mastra-ai/mastra/commit/e9476527fdecb4449e54570e80dfaf8466901254), [`3c6ef79`](https://github.com/mastra-ai/mastra/commit/3c6ef798481e00d6d22563be2de98818fd4dd5e0), [`9257d01`](https://github.com/mastra-ai/mastra/commit/9257d01d1366d81f84c582fe02b5e200cf9621f4), [`ec248f6`](https://github.com/mastra-ai/mastra/commit/ec248f6b56e8a037c066c49b2178e2507471d988)]:
  - @mastra/core@1.9.0

## 1.6.0-alpha.0

### Minor Changes

- Added Observational Memory cloning when forking threads. Thread-scoped OM is cloned with remapped message IDs. Resource-scoped OM is shared when the resourceId stays the same, and cloned with remapped thread tags when the resourceId changes. Only the current OM generation is cloned (older history generations are not copied). If OM cloning fails, the already-persisted thread clone is rolled back. ([#13569](https://github.com/mastra-ai/mastra/pull/13569))

### Patch Changes

- Stop auto-applying `maxOutputTokens: 100_000` to observer and reflector models when users supply their own model. ([#13563](https://github.com/mastra-ai/mastra/pull/13563))

  Previously, the 100k default was always injected regardless of model choice. Now it is only applied when using the built-in default model (`google/gemini-2.5-flash`). If you set a custom `observation.model` or `reflection.model`, no `maxOutputTokens` default is added — pass it explicitly in `modelSettings` if your model needs it.

- Fixed duplicate user messages when observational memory async buffering is active. Sealed-for-buffering messages without observation markers are now skipped in per-step save instead of being re-saved with new IDs. ([#13130](https://github.com/mastra-ai/mastra/pull/13130))

- Fixed stale continuation hints in observational memory. ([#13606](https://github.com/mastra-ai/mastra/pull/13606))

  When newer outputs omit continuation hints, old hints are now cleared. This prevents outdated task and response guidance from appearing in later turns.

- Fixed a bug where async buffered observations generated stale continuation hints (suggested response and current task) that would be injected into the agent's context on the next turn, causing the agent to reply to old messages or work on already-completed tasks. ([#13678](https://github.com/mastra-ai/mastra/pull/13678))

- Fixed observational memory compatibility with Codex and other stream-only providers. Observer and reflector calls now use the streaming API internally, so providers that require `stream: true` in requests work correctly out of the box. ([#13563](https://github.com/mastra-ai/mastra/pull/13563))

- Fixed Memory.recall() to include pagination metadata (total, page, perPage, hasMore) in its response, ensuring consistent pagination regardless of whether agentId is provided. Fixes #13277 ([#13278](https://github.com/mastra-ai/mastra/pull/13278))

- Updated dependencies [[`504fc8b`](https://github.com/mastra-ai/mastra/commit/504fc8b9d0ddab717577ad3bf9c95ea4bd5377bd), [`f9c150b`](https://github.com/mastra-ai/mastra/commit/f9c150b7595ad05ad9cc9a11098e2944361e8c22), [`88de7e8`](https://github.com/mastra-ai/mastra/commit/88de7e8dfe4b7e1951a9e441bb33136e705ce24e), [`edee4b3`](https://github.com/mastra-ai/mastra/commit/edee4b37dff0af515fc7cc0e8d71ee39e6a762f0), [`3790c75`](https://github.com/mastra-ai/mastra/commit/3790c7578cc6a47d854eb12d89e6b1912867fe29), [`e7a235b`](https://github.com/mastra-ai/mastra/commit/e7a235be6472e0c870ed6c791ddb17c492dc188b), [`d51d298`](https://github.com/mastra-ai/mastra/commit/d51d298953967aab1f58ec965b644d109214f085), [`6dbeeb9`](https://github.com/mastra-ai/mastra/commit/6dbeeb94a8b1eebb727300d1a98961f882180794), [`d5f0d8d`](https://github.com/mastra-ai/mastra/commit/d5f0d8d6a03e515ddaa9b5da19b7e44b8357b07b), [`09c3b18`](https://github.com/mastra-ai/mastra/commit/09c3b1802ff14e243a8a8baea327440bc8cc2e32), [`b896379`](https://github.com/mastra-ai/mastra/commit/b8963791c6afa79484645fcec596a201f936b9a2), [`85c84eb`](https://github.com/mastra-ai/mastra/commit/85c84ebb78aebfcba9d209c8e152b16d7a00cb71), [`a89272a`](https://github.com/mastra-ai/mastra/commit/a89272a5d71939b9fcd284e6a6dc1dd091a6bdcf), [`ee9c8df`](https://github.com/mastra-ai/mastra/commit/ee9c8df644f19d055af5f496bf4942705f5a47b7), [`77b4a25`](https://github.com/mastra-ai/mastra/commit/77b4a254e51907f8ff3a3ba95596a18e93ae4b35), [`276246e`](https://github.com/mastra-ai/mastra/commit/276246e0b9066a1ea48bbc70df84dbe528daaf99), [`08ecfdb`](https://github.com/mastra-ai/mastra/commit/08ecfdbdad6fb8285deef86a034bdf4a6047cfca), [`d5f628c`](https://github.com/mastra-ai/mastra/commit/d5f628ca86c6f6f3ff1035d52f635df32dd81cab), [`524c0f3`](https://github.com/mastra-ai/mastra/commit/524c0f3c434c3d9d18f66338dcef383d6161b59c), [`c18a0e9`](https://github.com/mastra-ai/mastra/commit/c18a0e9cef1e4ca004b2963d35e4cfc031971eac), [`4bd21ea`](https://github.com/mastra-ai/mastra/commit/4bd21ea43d44d0a0427414fc047577f9f0aa3bec), [`115a7a4`](https://github.com/mastra-ai/mastra/commit/115a7a47db5e9896fec12ae6507501adb9ec89bf), [`22a48ae`](https://github.com/mastra-ai/mastra/commit/22a48ae2513eb54d8d79dad361fddbca97a155e8), [`3c6ef79`](https://github.com/mastra-ai/mastra/commit/3c6ef798481e00d6d22563be2de98818fd4dd5e0), [`9311c17`](https://github.com/mastra-ai/mastra/commit/9311c17d7a0640d9c4da2e71b814dc67c57c6369), [`7edf78f`](https://github.com/mastra-ai/mastra/commit/7edf78f80422c43e84585f08ba11df0d4d0b73c5), [`1c4221c`](https://github.com/mastra-ai/mastra/commit/1c4221cf6032ec98d0e094d4ee11da3e48490d96), [`d25b9ea`](https://github.com/mastra-ai/mastra/commit/d25b9eabd400167255a97b690ffbc4ee4097ded5), [`fe1ce5c`](https://github.com/mastra-ai/mastra/commit/fe1ce5c9211c03d561606fda95cbfe7df1d9a9b5), [`b03c0e0`](https://github.com/mastra-ai/mastra/commit/b03c0e0389a799523929a458b0509c9e4244d562), [`0a8366b`](https://github.com/mastra-ai/mastra/commit/0a8366b0a692fcdde56c4d526e4cf03c502ae4ac), [`85664e9`](https://github.com/mastra-ai/mastra/commit/85664e9fd857320fbc245e301f764f45f66f32a3), [`bc79650`](https://github.com/mastra-ai/mastra/commit/bc796500c6e0334faa158a96077e3fb332274869), [`9257d01`](https://github.com/mastra-ai/mastra/commit/9257d01d1366d81f84c582fe02b5e200cf9621f4), [`3a3a59e`](https://github.com/mastra-ai/mastra/commit/3a3a59e8ffaa6a985fe3d9a126a3f5ade11a6724), [`3108d4e`](https://github.com/mastra-ai/mastra/commit/3108d4e649c9fddbf03253a6feeb388a5fa9fa5a), [`0c33b2c`](https://github.com/mastra-ai/mastra/commit/0c33b2c9db537f815e1c59e2c898ffce2e395a79), [`191e5bd`](https://github.com/mastra-ai/mastra/commit/191e5bd29b82f5bda35243945790da7bc7b695c2), [`f77cd94`](https://github.com/mastra-ai/mastra/commit/f77cd94c44eabed490384e7d19232a865e13214c), [`e8135c7`](https://github.com/mastra-ai/mastra/commit/e8135c7e300dac5040670eec7eab896ac6092e30), [`daca48f`](https://github.com/mastra-ai/mastra/commit/daca48f0fb17b7ae0b62a2ac40cf0e491b2fd0b7), [`257d14f`](https://github.com/mastra-ai/mastra/commit/257d14faca5931f2e4186fc165b6f0b1f915deee), [`352f25d`](https://github.com/mastra-ai/mastra/commit/352f25da316b24cdd5b410fd8dddf6a8b763da2a), [`93477d0`](https://github.com/mastra-ai/mastra/commit/93477d0769b8a13ea5ed73d508d967fb23eaeed9), [`31c78b3`](https://github.com/mastra-ai/mastra/commit/31c78b3eb28f58a8017f1dcc795c33214d87feac), [`0bc0720`](https://github.com/mastra-ai/mastra/commit/0bc07201095791858087cc56f353fcd65e87ab54), [`36516ac`](https://github.com/mastra-ai/mastra/commit/36516aca1021cbeb42e74751b46a2614101f37c8), [`e947652`](https://github.com/mastra-ai/mastra/commit/e9476527fdecb4449e54570e80dfaf8466901254), [`3c6ef79`](https://github.com/mastra-ai/mastra/commit/3c6ef798481e00d6d22563be2de98818fd4dd5e0), [`9257d01`](https://github.com/mastra-ai/mastra/commit/9257d01d1366d81f84c582fe02b5e200cf9621f4), [`ec248f6`](https://github.com/mastra-ai/mastra/commit/ec248f6b56e8a037c066c49b2178e2507471d988)]:
  - @mastra/core@1.9.0-alpha.0

## 1.5.2

### Patch Changes

- Fixed observational memory buffering to preserve more context and activate at the right time. ([#13476](https://github.com/mastra-ai/mastra/pull/13476))
  - **Fixed** activation timing so observations trigger mid-step as soon as the threshold is crossed, instead of waiting for the next user message.
  - **Fixed** partial activations that left too much context — activation is now skipped when it can't compress enough, falling back to a full observation instead.
  - **Fixed** token counting so reasoning-only message parts no longer inflate totals and cause premature context reduction.
  - **Clarified** `blockAfter` behavior: values below 100 are treated as multipliers (e.g. `1.2` = 1.2× threshold), values ≥ 100 as absolute token counts.

- Updated dependencies [[`df170fd`](https://github.com/mastra-ai/mastra/commit/df170fd139b55f845bfd2de8488b16435bd3d0da), [`ae55343`](https://github.com/mastra-ai/mastra/commit/ae5534397fc006fd6eef3e4f80c235bcdc9289ef), [`c290cec`](https://github.com/mastra-ai/mastra/commit/c290cec5bf9107225de42942b56b487107aa9dce), [`f03e794`](https://github.com/mastra-ai/mastra/commit/f03e794630f812b56e95aad54f7b1993dc003add), [`aa4a5ae`](https://github.com/mastra-ai/mastra/commit/aa4a5aedb80d8d6837bab8cbb2e301215d1ba3e9), [`de3f584`](https://github.com/mastra-ai/mastra/commit/de3f58408752a8d80a295275c7f23fc306cf7f4f), [`d3fb010`](https://github.com/mastra-ai/mastra/commit/d3fb010c98f575f1c0614452667396e2653815f6), [`702ee1c`](https://github.com/mastra-ai/mastra/commit/702ee1c41be67cc532b4dbe89bcb62143508f6f0), [`f495051`](https://github.com/mastra-ai/mastra/commit/f495051eb6496a720f637fc85b6d69941c12554c), [`e622f1d`](https://github.com/mastra-ai/mastra/commit/e622f1d3ab346a8e6aca6d1fe2eac99bd961e50b), [`8d14a59`](https://github.com/mastra-ai/mastra/commit/8d14a591d46fbbbe81baa33c9c267d596f790329), [`861f111`](https://github.com/mastra-ai/mastra/commit/861f11189211b20ddb70d8df81a6b901fc78d11e), [`00f43e8`](https://github.com/mastra-ai/mastra/commit/00f43e8e97a80c82b27d5bd30494f10a715a1df9), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`96a1702`](https://github.com/mastra-ai/mastra/commit/96a1702ce362c50dda20c8b4a228b4ad1a36a17a), [`cb9f921`](https://github.com/mastra-ai/mastra/commit/cb9f921320913975657abb1404855d8c510f7ac5), [`114e7c1`](https://github.com/mastra-ai/mastra/commit/114e7c146ac682925f0fb37376c1be70e5d6e6e5), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`72df4a8`](https://github.com/mastra-ai/mastra/commit/72df4a8f9bf1a20cfd3d9006a4fdb597ad56d10a)]:
  - @mastra/core@1.8.0
  - @mastra/schema-compat@1.1.3

## 1.5.2-alpha.0

### Patch Changes

- Fixed observational memory buffering to preserve more context and activate at the right time. ([#13476](https://github.com/mastra-ai/mastra/pull/13476))
  - **Fixed** activation timing so observations trigger mid-step as soon as the threshold is crossed, instead of waiting for the next user message.
  - **Fixed** partial activations that left too much context — activation is now skipped when it can't compress enough, falling back to a full observation instead.
  - **Fixed** token counting so reasoning-only message parts no longer inflate totals and cause premature context reduction.
  - **Clarified** `blockAfter` behavior: values below 100 are treated as multipliers (e.g. `1.2` = 1.2× threshold), values ≥ 100 as absolute token counts.

- Updated dependencies [[`df170fd`](https://github.com/mastra-ai/mastra/commit/df170fd139b55f845bfd2de8488b16435bd3d0da), [`ae55343`](https://github.com/mastra-ai/mastra/commit/ae5534397fc006fd6eef3e4f80c235bcdc9289ef), [`c290cec`](https://github.com/mastra-ai/mastra/commit/c290cec5bf9107225de42942b56b487107aa9dce), [`f03e794`](https://github.com/mastra-ai/mastra/commit/f03e794630f812b56e95aad54f7b1993dc003add), [`aa4a5ae`](https://github.com/mastra-ai/mastra/commit/aa4a5aedb80d8d6837bab8cbb2e301215d1ba3e9), [`de3f584`](https://github.com/mastra-ai/mastra/commit/de3f58408752a8d80a295275c7f23fc306cf7f4f), [`d3fb010`](https://github.com/mastra-ai/mastra/commit/d3fb010c98f575f1c0614452667396e2653815f6), [`702ee1c`](https://github.com/mastra-ai/mastra/commit/702ee1c41be67cc532b4dbe89bcb62143508f6f0), [`f495051`](https://github.com/mastra-ai/mastra/commit/f495051eb6496a720f637fc85b6d69941c12554c), [`e622f1d`](https://github.com/mastra-ai/mastra/commit/e622f1d3ab346a8e6aca6d1fe2eac99bd961e50b), [`8d14a59`](https://github.com/mastra-ai/mastra/commit/8d14a591d46fbbbe81baa33c9c267d596f790329), [`861f111`](https://github.com/mastra-ai/mastra/commit/861f11189211b20ddb70d8df81a6b901fc78d11e), [`00f43e8`](https://github.com/mastra-ai/mastra/commit/00f43e8e97a80c82b27d5bd30494f10a715a1df9), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`96a1702`](https://github.com/mastra-ai/mastra/commit/96a1702ce362c50dda20c8b4a228b4ad1a36a17a), [`cb9f921`](https://github.com/mastra-ai/mastra/commit/cb9f921320913975657abb1404855d8c510f7ac5), [`114e7c1`](https://github.com/mastra-ai/mastra/commit/114e7c146ac682925f0fb37376c1be70e5d6e6e5), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`72df4a8`](https://github.com/mastra-ai/mastra/commit/72df4a8f9bf1a20cfd3d9006a4fdb597ad56d10a)]:
  - @mastra/core@1.8.0-alpha.0
  - @mastra/schema-compat@1.1.3-alpha.0

## 1.5.1

### Patch Changes

- **Fixed memory leak in Observational Memory** ([#13425](https://github.com/mastra-ai/mastra/pull/13425))

  Fixed several memory management issues that could cause OOM crashes in long-running processes with Observational Memory enabled:
  - **Shared tokenizer**: The default Tiktoken encoder (~80-120 MB heap) is now shared across all OM instances instead of being allocated per request. This is the primary fix — previously each request allocated two encoders that persisted in memory due to async buffering promise retention.
  - **Cleanup key fix**: Fixed a bug where reflection cycle IDs were not properly cleaned up due to using the wrong map key in `cleanupStaticMaps`.

- Fixed PostgreSQL deadlock when parallel agents with different threadIds share the same resourceId while using Observational Memory. Thread scope now requires a valid threadId and throws a clear error if one is missing. Also fixed the database lock ordering in synchronous observation to prevent lock inversions. ([#13436](https://github.com/mastra-ai/mastra/pull/13436))

- Updated dependencies [[`24284ff`](https://github.com/mastra-ai/mastra/commit/24284ffae306ddf0ab83273e13f033520839ef40), [`f5097cc`](https://github.com/mastra-ai/mastra/commit/f5097cc8a813c82c3378882c31178320cadeb655), [`71e237f`](https://github.com/mastra-ai/mastra/commit/71e237fa852a3ad9a50a3ddb3b5f3b20b9a8181c), [`13a291e`](https://github.com/mastra-ai/mastra/commit/13a291ebb9f9bca80befa0d9166b916bb348e8e9), [`397af5a`](https://github.com/mastra-ai/mastra/commit/397af5a69f34d4157f51a7c8da3f1ded1e1d611c), [`d4701f7`](https://github.com/mastra-ai/mastra/commit/d4701f7e24822b081b70f9c806c39411b1a712e7), [`2b40831`](https://github.com/mastra-ai/mastra/commit/2b40831dcca2275c9570ddf09b7f25ba3e8dc7fc), [`6184727`](https://github.com/mastra-ai/mastra/commit/6184727e812bf7a65cee209bacec3a2f5a16e923), [`0c338b8`](https://github.com/mastra-ai/mastra/commit/0c338b87362dcd95ff8191ca00df645b6953f534), [`6f6385b`](https://github.com/mastra-ai/mastra/commit/6f6385be5b33687cd21e71fc27e972e6928bb34c), [`14aba61`](https://github.com/mastra-ai/mastra/commit/14aba61b9cff76d72bc7ef6f3a83ae2c5d059193), [`dd9dd1c`](https://github.com/mastra-ai/mastra/commit/dd9dd1c9ae32ae79093f8c4adde1732ac6357233)]:
  - @mastra/core@1.7.0

## 1.5.1-alpha.0

### Patch Changes

- **Fixed memory leak in Observational Memory** ([#13425](https://github.com/mastra-ai/mastra/pull/13425))

  Fixed several memory management issues that could cause OOM crashes in long-running processes with Observational Memory enabled:
  - **Shared tokenizer**: The default Tiktoken encoder (~80-120 MB heap) is now shared across all OM instances instead of being allocated per request. This is the primary fix — previously each request allocated two encoders that persisted in memory due to async buffering promise retention.
  - **Cleanup key fix**: Fixed a bug where reflection cycle IDs were not properly cleaned up due to using the wrong map key in `cleanupStaticMaps`.

- Fixed PostgreSQL deadlock when parallel agents with different threadIds share the same resourceId while using Observational Memory. Thread scope now requires a valid threadId and throws a clear error if one is missing. Also fixed the database lock ordering in synchronous observation to prevent lock inversions. ([#13436](https://github.com/mastra-ai/mastra/pull/13436))

- Updated dependencies [[`24284ff`](https://github.com/mastra-ai/mastra/commit/24284ffae306ddf0ab83273e13f033520839ef40), [`f5097cc`](https://github.com/mastra-ai/mastra/commit/f5097cc8a813c82c3378882c31178320cadeb655), [`71e237f`](https://github.com/mastra-ai/mastra/commit/71e237fa852a3ad9a50a3ddb3b5f3b20b9a8181c), [`13a291e`](https://github.com/mastra-ai/mastra/commit/13a291ebb9f9bca80befa0d9166b916bb348e8e9), [`397af5a`](https://github.com/mastra-ai/mastra/commit/397af5a69f34d4157f51a7c8da3f1ded1e1d611c), [`d4701f7`](https://github.com/mastra-ai/mastra/commit/d4701f7e24822b081b70f9c806c39411b1a712e7), [`2b40831`](https://github.com/mastra-ai/mastra/commit/2b40831dcca2275c9570ddf09b7f25ba3e8dc7fc), [`6184727`](https://github.com/mastra-ai/mastra/commit/6184727e812bf7a65cee209bacec3a2f5a16e923), [`6f6385b`](https://github.com/mastra-ai/mastra/commit/6f6385be5b33687cd21e71fc27e972e6928bb34c), [`14aba61`](https://github.com/mastra-ai/mastra/commit/14aba61b9cff76d72bc7ef6f3a83ae2c5d059193), [`dd9dd1c`](https://github.com/mastra-ai/mastra/commit/dd9dd1c9ae32ae79093f8c4adde1732ac6357233)]:
  - @mastra/core@1.7.0-alpha.0

## 1.5.0

### Minor Changes

- Improved conversational continuity when the message window shrinks during Observational Memory activation. The agent now preserves its suggested next response and current task across activation, so it maintains context instead of losing track of the conversation. ([#13354](https://github.com/mastra-ai/mastra/pull/13354))

  Also improved the Observer to capture user messages more faithfully, reduce repetitive observations, and treat the most recent user message as the highest-priority signal.

### Patch Changes

- Improved Observational Memory priority handling. User messages and task completions are now always treated as high priority, ensuring the observer captures the most relevant context during conversations. ([#13329](https://github.com/mastra-ai/mastra/pull/13329))

- Improved Observational Memory activation to preserve more usable context after activation. Previously, activation could leave the agent with too much or too little context depending on how chunks aligned with the retention target. ([#13305](https://github.com/mastra-ai/mastra/pull/13305))
  - Activation now lands closer to the retention target by biasing chunk selection to slightly overshoot rather than undershoot
  - Added safeguards to prevent activation from consuming too much context (95% ceiling and 1000-token floor)
  - When pending tokens exceed `blockAfter`, activation now aggressively reduces context to unblock the conversation
  - `bufferActivation` now accepts absolute token values (>= 1000) in addition to ratios (0–1), giving more precise control over when activation triggers

- Observations no longer inflate token counts from degenerate LLM output. Runaway or repetitive observer/reflector output is automatically detected and retried, preventing excessive context usage after activation. ([#13354](https://github.com/mastra-ai/mastra/pull/13354))

- Updated dependencies [[`0d9efb4`](https://github.com/mastra-ai/mastra/commit/0d9efb47992c34aa90581c18b9f51f774f6252a5), [`7184d87`](https://github.com/mastra-ai/mastra/commit/7184d87c9237d26862f500ccfd0c9f9eadd38ddf), [`5caa13d`](https://github.com/mastra-ai/mastra/commit/5caa13d1b2a496e2565ab124a11de9a51ad3e3b9), [`940163f`](https://github.com/mastra-ai/mastra/commit/940163fc492401d7562301e6f106ccef4fefe06f), [`47892c8`](https://github.com/mastra-ai/mastra/commit/47892c85708eac348209f99f10f9a5f5267e11c0), [`45bb78b`](https://github.com/mastra-ai/mastra/commit/45bb78b70bd9db29678fe49476cd9f4ed01bfd0b), [`70eef84`](https://github.com/mastra-ai/mastra/commit/70eef84b8f44493598fdafa2980a0e7283415eda), [`d84e52d`](https://github.com/mastra-ai/mastra/commit/d84e52d0f6511283ddd21ed5fe7f945449d0f799), [`24b80af`](https://github.com/mastra-ai/mastra/commit/24b80af87da93bb84d389340181e17b7477fa9ca), [`608e156`](https://github.com/mastra-ai/mastra/commit/608e156def954c9604c5e3f6d9dfce3bcc7aeab0), [`2b2e157`](https://github.com/mastra-ai/mastra/commit/2b2e157a092cd597d9d3f0000d62b8bb4a7348ed), [`59d30b5`](https://github.com/mastra-ai/mastra/commit/59d30b5d0cb44ea7a1c440e7460dfb57eac9a9b5), [`453693b`](https://github.com/mastra-ai/mastra/commit/453693bf9e265ddccecef901d50da6caaea0fbc6), [`78d1c80`](https://github.com/mastra-ai/mastra/commit/78d1c808ad90201897a300af551bcc1d34458a20), [`c204b63`](https://github.com/mastra-ai/mastra/commit/c204b632d19e66acb6d6e19b11c4540dd6ad5380), [`742a417`](https://github.com/mastra-ai/mastra/commit/742a417896088220a3b5560c354c45c5ca6d88b9)]:
  - @mastra/core@1.6.0
  - @mastra/schema-compat@1.1.2

## 1.5.0-alpha.0

### Minor Changes

- Improved conversational continuity when the message window shrinks during Observational Memory activation. The agent now preserves its suggested next response and current task across activation, so it maintains context instead of losing track of the conversation. ([#13354](https://github.com/mastra-ai/mastra/pull/13354))

  Also improved the Observer to capture user messages more faithfully, reduce repetitive observations, and treat the most recent user message as the highest-priority signal.

### Patch Changes

- Improved Observational Memory priority handling. User messages and task completions are now always treated as high priority, ensuring the observer captures the most relevant context during conversations. ([#13329](https://github.com/mastra-ai/mastra/pull/13329))

- Improved Observational Memory activation to preserve more usable context after activation. Previously, activation could leave the agent with too much or too little context depending on how chunks aligned with the retention target. ([#13305](https://github.com/mastra-ai/mastra/pull/13305))
  - Activation now lands closer to the retention target by biasing chunk selection to slightly overshoot rather than undershoot
  - Added safeguards to prevent activation from consuming too much context (95% ceiling and 1000-token floor)
  - When pending tokens exceed `blockAfter`, activation now aggressively reduces context to unblock the conversation
  - `bufferActivation` now accepts absolute token values (>= 1000) in addition to ratios (0–1), giving more precise control over when activation triggers

- Observations no longer inflate token counts from degenerate LLM output. Runaway or repetitive observer/reflector output is automatically detected and retried, preventing excessive context usage after activation. ([#13354](https://github.com/mastra-ai/mastra/pull/13354))

- Updated dependencies [[`0d9efb4`](https://github.com/mastra-ai/mastra/commit/0d9efb47992c34aa90581c18b9f51f774f6252a5), [`7184d87`](https://github.com/mastra-ai/mastra/commit/7184d87c9237d26862f500ccfd0c9f9eadd38ddf), [`5caa13d`](https://github.com/mastra-ai/mastra/commit/5caa13d1b2a496e2565ab124a11de9a51ad3e3b9), [`940163f`](https://github.com/mastra-ai/mastra/commit/940163fc492401d7562301e6f106ccef4fefe06f), [`b260123`](https://github.com/mastra-ai/mastra/commit/b2601234bd093d358c92081a58f9b0befdae52b3), [`47892c8`](https://github.com/mastra-ai/mastra/commit/47892c85708eac348209f99f10f9a5f5267e11c0), [`45bb78b`](https://github.com/mastra-ai/mastra/commit/45bb78b70bd9db29678fe49476cd9f4ed01bfd0b), [`70eef84`](https://github.com/mastra-ai/mastra/commit/70eef84b8f44493598fdafa2980a0e7283415eda), [`d84e52d`](https://github.com/mastra-ai/mastra/commit/d84e52d0f6511283ddd21ed5fe7f945449d0f799), [`24b80af`](https://github.com/mastra-ai/mastra/commit/24b80af87da93bb84d389340181e17b7477fa9ca), [`608e156`](https://github.com/mastra-ai/mastra/commit/608e156def954c9604c5e3f6d9dfce3bcc7aeab0), [`2b2e157`](https://github.com/mastra-ai/mastra/commit/2b2e157a092cd597d9d3f0000d62b8bb4a7348ed), [`59d30b5`](https://github.com/mastra-ai/mastra/commit/59d30b5d0cb44ea7a1c440e7460dfb57eac9a9b5), [`453693b`](https://github.com/mastra-ai/mastra/commit/453693bf9e265ddccecef901d50da6caaea0fbc6), [`78d1c80`](https://github.com/mastra-ai/mastra/commit/78d1c808ad90201897a300af551bcc1d34458a20), [`c204b63`](https://github.com/mastra-ai/mastra/commit/c204b632d19e66acb6d6e19b11c4540dd6ad5380), [`742a417`](https://github.com/mastra-ai/mastra/commit/742a417896088220a3b5560c354c45c5ca6d88b9)]:
  - @mastra/core@1.6.0-alpha.0
  - @mastra/schema-compat@1.1.2-alpha.0

## 1.4.0

### Minor Changes

- Update peer dependencies to match core package version bump (1.5.0) ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- Update peer dependencies to match core package version bump (1.4.1) ([#13151](https://github.com/mastra-ai/mastra/pull/13151))

- Update peer dependencies to match core package version bump (1.4.1) ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- Add `instruction` property to observational memory configs ([#13240](https://github.com/mastra-ai/mastra/pull/13240))

  Adds optional `instruction` field to `ObservationConfig` and `ReflectionConfig` that allows users to extend the built-in observer/reflector system prompts with custom guidance.

  Example:

  ```typescript
  const memory = new ObservationalMemory({
    model: openai('gpt-4'),
    observation: {
      instruction: 'Focus on user preferences about food and dietary restrictions.',
    },
    reflection: {
      instruction: 'Prioritize consolidating health-related observations together.',
    },
  });
  ```

### Patch Changes

- dependencies updates: ([#13167](https://github.com/mastra-ai/mastra/pull/13167))
  - Updated dependency [`lru-cache@^11.2.6` ↗︎](https://www.npmjs.com/package/lru-cache/v/11.2.6) (from `^11.2.2`, in `dependencies`)

- Added generic Harness class to @mastra/core for orchestrating agents with modes, state management, built-in tools (ask_user, submit_plan), subagent support, Observational Memory integration, model discovery, and permission-aware tool approval. The Harness provides a reusable foundation for building agent-powered applications with features like thread management, heartbeat monitoring, and event-driven architecture. ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- - Reflection retry logic now attempts compression up to level 3, so reflections more consistently shrink to meet token limits ([#13170](https://github.com/mastra-ai/mastra/pull/13170))
  - Default target compression reduced from 50% to 25% (`sliceTokenEstimate * 0.75`), making automatic trimming less aggressive
  - `tokensBuffered` marker now reports the actual slice size rather than total observation tokens, giving accurate size monitoring

  These changes reduce failed reflections and make reported metrics match what is actually being processed.

- Fixed a bug where the OM context window would jump to extremely high token counts (e.g. 16k → 114k) after observation activation. Two issues were causing this: ([#13070](https://github.com/mastra-ai/mastra/pull/13070))
  - **Token counter included OM metadata parts**: `data-om-activation` marker parts (which contain the full observation text, up to 150k+ characters) were being counted as message tokens when loaded from the database. These parts are never sent to the LLM and are now skipped during token counting.
  - **Marker duplication on messages**: Activation markers were being added to assistant messages twice — once by the AI SDK stream and once by the persistence layer — doubling every marker and compounding the token inflation. Both `persistMarkerToMessage` and `persistMarkerToStorage` now deduplicate by `type + cycleId` before adding a marker.

- Fixed thread title not being generated for pre-created threads. When threads were created before starting a conversation (e.g., for URL routing or storing metadata), the title stayed as a placeholder because the title generation condition checked whether the thread existed rather than whether it had a title. Threads created without an explicit title now get an empty title instead of a placeholder, and title generation fires whenever a thread has no title. Resolves #13145. ([#13151](https://github.com/mastra-ai/mastra/pull/13151))

- Migrated MastraCode from the prototype harness to the generic CoreHarness from @mastra/core. The createMastraCode function is now fully configurable with optional parameters for modes, subagents, storage, tools, and more. Removed the deprecated prototype harness implementation. ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- Fixed sub-agent memory context pollution that caused 'Exhausted all fallback models' errors when using Observational Memory with sub-agents. The parent agent's memory context is now preserved across sub-agent tool execution. ([#13051](https://github.com/mastra-ai/mastra/pull/13051))

- Updated dependencies [[`252580a`](https://github.com/mastra-ai/mastra/commit/252580a71feb0e46d0ccab04a70a79ff6a2ee0ab), [`f8e819f`](https://github.com/mastra-ai/mastra/commit/f8e819fabdfdc43d2da546a3ad81ba23685f603d), [`5c75261`](https://github.com/mastra-ai/mastra/commit/5c7526120d936757d4ffb7b82232e1641ebd45cb), [`e27d832`](https://github.com/mastra-ai/mastra/commit/e27d83281b5e166fd63a13969689e928d8605944), [`e37ef84`](https://github.com/mastra-ai/mastra/commit/e37ef8404043c94ca0c8e35ecdedb093b8087878), [`6fdd3d4`](https://github.com/mastra-ai/mastra/commit/6fdd3d451a07a8e7e216c62ac364f8dd8e36c2af), [`10cf521`](https://github.com/mastra-ai/mastra/commit/10cf52183344743a0d7babe24cd24fd78870c354), [`efdb682`](https://github.com/mastra-ai/mastra/commit/efdb682887f6522149769383908f9790c188ab88), [`0dee7a0`](https://github.com/mastra-ai/mastra/commit/0dee7a0ff4c2507e6eb6e6ee5f9738877ebd4ad1), [`04c2c8e`](https://github.com/mastra-ai/mastra/commit/04c2c8e888984364194131aecb490a3d6e920e61), [`02dc07a`](https://github.com/mastra-ai/mastra/commit/02dc07acc4ad42d93335825e3308f5b42266eba2), [`bb7262b`](https://github.com/mastra-ai/mastra/commit/bb7262b7c0ca76320d985b40510b6ffbbb936582), [`1415bcd`](https://github.com/mastra-ai/mastra/commit/1415bcd894baba03e07640b3b1986037db49559d), [`cf1c6e7`](https://github.com/mastra-ai/mastra/commit/cf1c6e789b131f55638fed52183a89d5078b4876), [`5ffadfe`](https://github.com/mastra-ai/mastra/commit/5ffadfefb1468ac2612b20bb84d24c39de6961c0), [`1e1339c`](https://github.com/mastra-ai/mastra/commit/1e1339cc276e571a48cfff5014487877086bfe68), [`d03df73`](https://github.com/mastra-ai/mastra/commit/d03df73f8fe9496064a33e1c3b74ba0479bf9ee6), [`79b8f45`](https://github.com/mastra-ai/mastra/commit/79b8f45a6767e1a5c3d56cd3c5b1214326b81661), [`9bbf08e`](https://github.com/mastra-ai/mastra/commit/9bbf08e3c20731c79dea13a765895b9fcf29cbf1), [`0a25952`](https://github.com/mastra-ai/mastra/commit/0a259526b5e1ac11e6efa53db1f140272962af2d), [`ffa5468`](https://github.com/mastra-ai/mastra/commit/ffa546857fc4821753979b3a34e13b4d76fbbcd4), [`3264a04`](https://github.com/mastra-ai/mastra/commit/3264a04e30340c3c5447433300a035ea0878df85), [`6fdd3d4`](https://github.com/mastra-ai/mastra/commit/6fdd3d451a07a8e7e216c62ac364f8dd8e36c2af), [`088d9ba`](https://github.com/mastra-ai/mastra/commit/088d9ba2577518703c52b0dccd617178d9ee6b0d), [`74fbebd`](https://github.com/mastra-ai/mastra/commit/74fbebd918a03832a2864965a8bea59bf617d3a2), [`aea6217`](https://github.com/mastra-ai/mastra/commit/aea621790bfb2291431b08da0cc5e6e150303ae7), [`b6a855e`](https://github.com/mastra-ai/mastra/commit/b6a855edc056e088279075506442ba1d6fa6def9), [`ae408ea`](https://github.com/mastra-ai/mastra/commit/ae408ea7128f0d2710b78d8623185198e7cb19c1), [`17e942e`](https://github.com/mastra-ai/mastra/commit/17e942eee2ba44985b1f807e6208cdde672f82f9), [`2015cf9`](https://github.com/mastra-ai/mastra/commit/2015cf921649f44c3f5bcd32a2c052335f8e49b4), [`7ef454e`](https://github.com/mastra-ai/mastra/commit/7ef454eaf9dcec6de60021c8f42192052dd490d6), [`2be1d99`](https://github.com/mastra-ai/mastra/commit/2be1d99564ce79acc4846071082bff353035a87a), [`2708fa1`](https://github.com/mastra-ai/mastra/commit/2708fa1055ac91c03e08b598869f6b8fb51fa37f), [`ba74aef`](https://github.com/mastra-ai/mastra/commit/ba74aef5716142dbbe931351f5243c9c6e4128a9), [`ba74aef`](https://github.com/mastra-ai/mastra/commit/ba74aef5716142dbbe931351f5243c9c6e4128a9), [`ec53e89`](https://github.com/mastra-ai/mastra/commit/ec53e8939c76c638991e21af762e51378eff7543), [`9b5a8cb`](https://github.com/mastra-ai/mastra/commit/9b5a8cb13e120811b0bf14140ada314f1c067894), [`607e66b`](https://github.com/mastra-ai/mastra/commit/607e66b02dc7f531ee37799f3456aa2dc0ca7ac5), [`a215d06`](https://github.com/mastra-ai/mastra/commit/a215d06758dcf590eabfe0b7afd4ae39bdbf082c), [`6909c74`](https://github.com/mastra-ai/mastra/commit/6909c74a7781e0447d475e9dbc1dc871b700f426), [`192438f`](https://github.com/mastra-ai/mastra/commit/192438f8a90c4f375e955f8ff179bf8dc6821a83)]:
  - @mastra/core@1.5.0
  - @mastra/schema-compat@1.1.1

## 1.4.0-alpha.1

### Patch Changes

- Updated dependencies [[`1415bcd`](https://github.com/mastra-ai/mastra/commit/1415bcd894baba03e07640b3b1986037db49559d)]:
  - @mastra/schema-compat@1.1.1-alpha.0
  - @mastra/core@1.5.0-alpha.1

## 1.4.0-alpha.0

### Minor Changes

- Update peer dependencies to match core package version bump (1.5.0) ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- Update peer dependencies to match core package version bump (1.4.1) ([#13151](https://github.com/mastra-ai/mastra/pull/13151))

- Update peer dependencies to match core package version bump (1.4.1) ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- Add `instruction` property to observational memory configs ([#13240](https://github.com/mastra-ai/mastra/pull/13240))

  Adds optional `instruction` field to `ObservationConfig` and `ReflectionConfig` that allows users to extend the built-in observer/reflector system prompts with custom guidance.

  Example:

  ```typescript
  const memory = new ObservationalMemory({
    model: openai('gpt-4'),
    observation: {
      instruction: 'Focus on user preferences about food and dietary restrictions.',
    },
    reflection: {
      instruction: 'Prioritize consolidating health-related observations together.',
    },
  });
  ```

### Patch Changes

- dependencies updates: ([#13167](https://github.com/mastra-ai/mastra/pull/13167))
  - Updated dependency [`lru-cache@^11.2.6` ↗︎](https://www.npmjs.com/package/lru-cache/v/11.2.6) (from `^11.2.2`, in `dependencies`)

- Added generic Harness class to @mastra/core for orchestrating agents with modes, state management, built-in tools (ask_user, submit_plan), subagent support, Observational Memory integration, model discovery, and permission-aware tool approval. The Harness provides a reusable foundation for building agent-powered applications with features like thread management, heartbeat monitoring, and event-driven architecture. ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- - Reflection retry logic now attempts compression up to level 3, so reflections more consistently shrink to meet token limits ([#13170](https://github.com/mastra-ai/mastra/pull/13170))
  - Default target compression reduced from 50% to 25% (`sliceTokenEstimate * 0.75`), making automatic trimming less aggressive
  - `tokensBuffered` marker now reports the actual slice size rather than total observation tokens, giving accurate size monitoring

  These changes reduce failed reflections and make reported metrics match what is actually being processed.

- Fixed a bug where the OM context window would jump to extremely high token counts (e.g. 16k → 114k) after observation activation. Two issues were causing this: ([#13070](https://github.com/mastra-ai/mastra/pull/13070))
  - **Token counter included OM metadata parts**: `data-om-activation` marker parts (which contain the full observation text, up to 150k+ characters) were being counted as message tokens when loaded from the database. These parts are never sent to the LLM and are now skipped during token counting.
  - **Marker duplication on messages**: Activation markers were being added to assistant messages twice — once by the AI SDK stream and once by the persistence layer — doubling every marker and compounding the token inflation. Both `persistMarkerToMessage` and `persistMarkerToStorage` now deduplicate by `type + cycleId` before adding a marker.

- Fixed thread title not being generated for pre-created threads. When threads were created before starting a conversation (e.g., for URL routing or storing metadata), the title stayed as a placeholder because the title generation condition checked whether the thread existed rather than whether it had a title. Threads created without an explicit title now get an empty title instead of a placeholder, and title generation fires whenever a thread has no title. Resolves #13145. ([#13151](https://github.com/mastra-ai/mastra/pull/13151))

- Migrated MastraCode from the prototype harness to the generic CoreHarness from @mastra/core. The createMastraCode function is now fully configurable with optional parameters for modes, subagents, storage, tools, and more. Removed the deprecated prototype harness implementation. ([#13245](https://github.com/mastra-ai/mastra/pull/13245))

- Fixed sub-agent memory context pollution that caused 'Exhausted all fallback models' errors when using Observational Memory with sub-agents. The parent agent's memory context is now preserved across sub-agent tool execution. ([#13051](https://github.com/mastra-ai/mastra/pull/13051))

- Updated dependencies [[`252580a`](https://github.com/mastra-ai/mastra/commit/252580a71feb0e46d0ccab04a70a79ff6a2ee0ab), [`f8e819f`](https://github.com/mastra-ai/mastra/commit/f8e819fabdfdc43d2da546a3ad81ba23685f603d), [`5c75261`](https://github.com/mastra-ai/mastra/commit/5c7526120d936757d4ffb7b82232e1641ebd45cb), [`e27d832`](https://github.com/mastra-ai/mastra/commit/e27d83281b5e166fd63a13969689e928d8605944), [`e37ef84`](https://github.com/mastra-ai/mastra/commit/e37ef8404043c94ca0c8e35ecdedb093b8087878), [`6fdd3d4`](https://github.com/mastra-ai/mastra/commit/6fdd3d451a07a8e7e216c62ac364f8dd8e36c2af), [`10cf521`](https://github.com/mastra-ai/mastra/commit/10cf52183344743a0d7babe24cd24fd78870c354), [`efdb682`](https://github.com/mastra-ai/mastra/commit/efdb682887f6522149769383908f9790c188ab88), [`0dee7a0`](https://github.com/mastra-ai/mastra/commit/0dee7a0ff4c2507e6eb6e6ee5f9738877ebd4ad1), [`04c2c8e`](https://github.com/mastra-ai/mastra/commit/04c2c8e888984364194131aecb490a3d6e920e61), [`02dc07a`](https://github.com/mastra-ai/mastra/commit/02dc07acc4ad42d93335825e3308f5b42266eba2), [`bb7262b`](https://github.com/mastra-ai/mastra/commit/bb7262b7c0ca76320d985b40510b6ffbbb936582), [`cf1c6e7`](https://github.com/mastra-ai/mastra/commit/cf1c6e789b131f55638fed52183a89d5078b4876), [`5ffadfe`](https://github.com/mastra-ai/mastra/commit/5ffadfefb1468ac2612b20bb84d24c39de6961c0), [`1e1339c`](https://github.com/mastra-ai/mastra/commit/1e1339cc276e571a48cfff5014487877086bfe68), [`d03df73`](https://github.com/mastra-ai/mastra/commit/d03df73f8fe9496064a33e1c3b74ba0479bf9ee6), [`79b8f45`](https://github.com/mastra-ai/mastra/commit/79b8f45a6767e1a5c3d56cd3c5b1214326b81661), [`9bbf08e`](https://github.com/mastra-ai/mastra/commit/9bbf08e3c20731c79dea13a765895b9fcf29cbf1), [`0a25952`](https://github.com/mastra-ai/mastra/commit/0a259526b5e1ac11e6efa53db1f140272962af2d), [`ffa5468`](https://github.com/mastra-ai/mastra/commit/ffa546857fc4821753979b3a34e13b4d76fbbcd4), [`3264a04`](https://github.com/mastra-ai/mastra/commit/3264a04e30340c3c5447433300a035ea0878df85), [`6fdd3d4`](https://github.com/mastra-ai/mastra/commit/6fdd3d451a07a8e7e216c62ac364f8dd8e36c2af), [`088d9ba`](https://github.com/mastra-ai/mastra/commit/088d9ba2577518703c52b0dccd617178d9ee6b0d), [`74fbebd`](https://github.com/mastra-ai/mastra/commit/74fbebd918a03832a2864965a8bea59bf617d3a2), [`aea6217`](https://github.com/mastra-ai/mastra/commit/aea621790bfb2291431b08da0cc5e6e150303ae7), [`b6a855e`](https://github.com/mastra-ai/mastra/commit/b6a855edc056e088279075506442ba1d6fa6def9), [`ae408ea`](https://github.com/mastra-ai/mastra/commit/ae408ea7128f0d2710b78d8623185198e7cb19c1), [`17e942e`](https://github.com/mastra-ai/mastra/commit/17e942eee2ba44985b1f807e6208cdde672f82f9), [`2015cf9`](https://github.com/mastra-ai/mastra/commit/2015cf921649f44c3f5bcd32a2c052335f8e49b4), [`7ef454e`](https://github.com/mastra-ai/mastra/commit/7ef454eaf9dcec6de60021c8f42192052dd490d6), [`2be1d99`](https://github.com/mastra-ai/mastra/commit/2be1d99564ce79acc4846071082bff353035a87a), [`2708fa1`](https://github.com/mastra-ai/mastra/commit/2708fa1055ac91c03e08b598869f6b8fb51fa37f), [`ba74aef`](https://github.com/mastra-ai/mastra/commit/ba74aef5716142dbbe931351f5243c9c6e4128a9), [`ba74aef`](https://github.com/mastra-ai/mastra/commit/ba74aef5716142dbbe931351f5243c9c6e4128a9), [`ec53e89`](https://github.com/mastra-ai/mastra/commit/ec53e8939c76c638991e21af762e51378eff7543), [`9b5a8cb`](https://github.com/mastra-ai/mastra/commit/9b5a8cb13e120811b0bf14140ada314f1c067894), [`607e66b`](https://github.com/mastra-ai/mastra/commit/607e66b02dc7f531ee37799f3456aa2dc0ca7ac5), [`a215d06`](https://github.com/mastra-ai/mastra/commit/a215d06758dcf590eabfe0b7afd4ae39bdbf082c), [`6909c74`](https://github.com/mastra-ai/mastra/commit/6909c74a7781e0447d475e9dbc1dc871b700f426), [`192438f`](https://github.com/mastra-ai/mastra/commit/192438f8a90c4f375e955f8ff179bf8dc6821a83)]:
  - @mastra/core@1.5.0-alpha.0

## 1.3.0

### Minor Changes

- @mastra/opencode: Add opencode plugin for Observational Memory integration ([#12925](https://github.com/mastra-ai/mastra/pull/12925))

  Added standalone `observe()` API that accepts external messages directly, so integrations can trigger observation without duplicating messages into Mastra's storage.

  **New exports:**
  - `ObserveHooks` — lifecycle callbacks (`onObservationStart`, `onObservationEnd`, `onReflectionStart`, `onReflectionEnd`) for hooking into observation/reflection cycles
  - `OBSERVATION_CONTEXT_PROMPT` — preamble that introduces the observations block
  - `OBSERVATION_CONTEXT_INSTRUCTIONS` — rules for interpreting observations (placed after the `<observations>` block)
  - `OBSERVATION_CONTINUATION_HINT` — behavioral guidance that prevents models from awkwardly acknowledging the memory system
  - `getOrCreateRecord()` — now public, allows eager record initialization before the first observation cycle

  ```ts
  import { ObservationalMemory } from '@mastra/memory/processors';

  const om = new ObservationalMemory({ storage, model: 'google/gemini-2.5-flash' });

  // Eagerly initialize a record
  await om.getOrCreateRecord(threadId);

  // Pass messages directly with lifecycle hooks
  await om.observe({
    threadId,
    messages: myMessages,
    hooks: {
      onObservationStart: () => console.log('Observing...'),
      onObservationEnd: () => console.log('Done!'),
      onReflectionStart: () => console.log('Reflecting...'),
      onReflectionEnd: () => console.log('Reflected!'),
    },
  });
  ```

  **Breaking:** `observe()` now takes an object param instead of positional args. Update calls from `observe(threadId, resourceId)` to `observe({ threadId, resourceId })`.

### Patch Changes

- Fixed observational memory writing non-integer token counts to PostgreSQL, which caused `invalid input syntax for type integer` errors. Token counts are now correctly rounded to integers before all database writes. ([#12976](https://github.com/mastra-ai/mastra/pull/12976))

- Fixed cloneThread not copying working memory to the cloned thread. Thread-scoped working memory is now properly carried over when cloning, and resource-scoped working memory is copied when the clone uses a different resourceId. ([#12833](https://github.com/mastra-ai/mastra/pull/12833))

- Updated dependencies [[`7ef618f`](https://github.com/mastra-ai/mastra/commit/7ef618f3c49c27e2f6b27d7f564c557c0734325b), [`b373564`](https://github.com/mastra-ai/mastra/commit/b37356491d43b4d53067f10cb669abaf2502f218), [`927c2af`](https://github.com/mastra-ai/mastra/commit/927c2af9792286c122e04409efce0f3c804f777f), [`b896b41`](https://github.com/mastra-ai/mastra/commit/b896b41343de7fcc14442fb40fe82d189e65bbe2), [`6415277`](https://github.com/mastra-ai/mastra/commit/6415277a438faa00db2af850ead5dee25f40c428), [`0831bbb`](https://github.com/mastra-ai/mastra/commit/0831bbb5bc750c18e9b22b45f18687c964b70828), [`63f7eda`](https://github.com/mastra-ai/mastra/commit/63f7eda605eb3e0c8c35ee3912ffe7c999c69f69), [`a5b67a3`](https://github.com/mastra-ai/mastra/commit/a5b67a3589a74415feb663a55d1858324a2afde9), [`877b02c`](https://github.com/mastra-ai/mastra/commit/877b02cdbb15e199184c7f2b8f217be8d3ebada7), [`7567222`](https://github.com/mastra-ai/mastra/commit/7567222b1366f0d39980594792dd9d5060bfe2ab), [`af71458`](https://github.com/mastra-ai/mastra/commit/af71458e3b566f09c11d0e5a0a836dc818e7a24a), [`eb36bd8`](https://github.com/mastra-ai/mastra/commit/eb36bd8c52fcd6ec9674ac3b7a6412405b5983e1), [`3cbf121`](https://github.com/mastra-ai/mastra/commit/3cbf121f55418141924754a83102aade89835947)]:
  - @mastra/core@1.4.0

## 1.3.0-alpha.0

### Minor Changes

- @mastra/opencode: Add opencode plugin for Observational Memory integration ([#12925](https://github.com/mastra-ai/mastra/pull/12925))

  Added standalone `observe()` API that accepts external messages directly, so integrations can trigger observation without duplicating messages into Mastra's storage.

  **New exports:**
  - `ObserveHooks` — lifecycle callbacks (`onObservationStart`, `onObservationEnd`, `onReflectionStart`, `onReflectionEnd`) for hooking into observation/reflection cycles
  - `OBSERVATION_CONTEXT_PROMPT` — preamble that introduces the observations block
  - `OBSERVATION_CONTEXT_INSTRUCTIONS` — rules for interpreting observations (placed after the `<observations>` block)
  - `OBSERVATION_CONTINUATION_HINT` — behavioral guidance that prevents models from awkwardly acknowledging the memory system
  - `getOrCreateRecord()` — now public, allows eager record initialization before the first observation cycle

  ```ts
  import { ObservationalMemory } from '@mastra/memory/processors';

  const om = new ObservationalMemory({ storage, model: 'google/gemini-2.5-flash' });

  // Eagerly initialize a record
  await om.getOrCreateRecord(threadId);

  // Pass messages directly with lifecycle hooks
  await om.observe({
    threadId,
    messages: myMessages,
    hooks: {
      onObservationStart: () => console.log('Observing...'),
      onObservationEnd: () => console.log('Done!'),
      onReflectionStart: () => console.log('Reflecting...'),
      onReflectionEnd: () => console.log('Reflected!'),
    },
  });
  ```

  **Breaking:** `observe()` now takes an object param instead of positional args. Update calls from `observe(threadId, resourceId)` to `observe({ threadId, resourceId })`.

### Patch Changes

- Fixed observational memory writing non-integer token counts to PostgreSQL, which caused `invalid input syntax for type integer` errors. Token counts are now correctly rounded to integers before all database writes. ([#12976](https://github.com/mastra-ai/mastra/pull/12976))

- Fixed cloneThread not copying working memory to the cloned thread. Thread-scoped working memory is now properly carried over when cloning, and resource-scoped working memory is copied when the clone uses a different resourceId. ([#12833](https://github.com/mastra-ai/mastra/pull/12833))

- Updated dependencies [[`7ef618f`](https://github.com/mastra-ai/mastra/commit/7ef618f3c49c27e2f6b27d7f564c557c0734325b), [`b373564`](https://github.com/mastra-ai/mastra/commit/b37356491d43b4d53067f10cb669abaf2502f218), [`927c2af`](https://github.com/mastra-ai/mastra/commit/927c2af9792286c122e04409efce0f3c804f777f), [`b896b41`](https://github.com/mastra-ai/mastra/commit/b896b41343de7fcc14442fb40fe82d189e65bbe2), [`6415277`](https://github.com/mastra-ai/mastra/commit/6415277a438faa00db2af850ead5dee25f40c428), [`0831bbb`](https://github.com/mastra-ai/mastra/commit/0831bbb5bc750c18e9b22b45f18687c964b70828), [`63f7eda`](https://github.com/mastra-ai/mastra/commit/63f7eda605eb3e0c8c35ee3912ffe7c999c69f69), [`a5b67a3`](https://github.com/mastra-ai/mastra/commit/a5b67a3589a74415feb663a55d1858324a2afde9), [`877b02c`](https://github.com/mastra-ai/mastra/commit/877b02cdbb15e199184c7f2b8f217be8d3ebada7), [`7567222`](https://github.com/mastra-ai/mastra/commit/7567222b1366f0d39980594792dd9d5060bfe2ab), [`af71458`](https://github.com/mastra-ai/mastra/commit/af71458e3b566f09c11d0e5a0a836dc818e7a24a), [`eb36bd8`](https://github.com/mastra-ai/mastra/commit/eb36bd8c52fcd6ec9674ac3b7a6412405b5983e1), [`3cbf121`](https://github.com/mastra-ai/mastra/commit/3cbf121f55418141924754a83102aade89835947)]:
  - @mastra/core@1.4.0-alpha.0

## 1.2.0

### Minor Changes

- **Async buffering for observational memory is now enabled by default.** Observations are pre-computed in the background as conversations grow — when the context window fills up, buffered observations activate instantly with no blocking LLM call. This keeps agents responsive during long conversations. ([#12939](https://github.com/mastra-ai/mastra/pull/12939))

  **Default settings:**
  - `observation.bufferTokens: 0.2` — buffer every 20% of `messageTokens` (~6k tokens with the default 30k threshold)
  - `observation.bufferActivation: 0.8` — on activation, retain 20% of the message window
  - `reflection.bufferActivation: 0.5` — start background reflection at 50% of the observation threshold

  **Disabling async buffering:**

  Set `observation.bufferTokens: false` to disable async buffering for both observations and reflections:

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        observation: {
          bufferTokens: false,
        },
      },
    },
  });
  ```

  **Model is now required** when passing an observational memory config object. Use `observationalMemory: true` for the default (google/gemini-2.5-flash), or set a model explicitly:

  ```ts
  // Uses default model (google/gemini-2.5-flash)
  observationalMemory: true

  // Explicit model
  observationalMemory: {
    model: "google/gemini-2.5-flash",
  }
  ```

  **`shareTokenBudget` requires `bufferTokens: false`** (temporary limitation). If you use `shareTokenBudget: true`, you must explicitly disable async buffering:

  ```ts
  observationalMemory: {
    model: "google/gemini-2.5-flash",
    shareTokenBudget: true,
    observation: { bufferTokens: false },
  }
  ```

  **New streaming event:** `data-om-status` replaces `data-om-progress` with a structured status object containing active window usage, buffered observation/reflection state, and projected activation impact.

  **Buffering markers:** New `data-om-buffering-start`, `data-om-buffering-end`, and `data-om-buffering-failed` streaming events for UI feedback during background operations.

### Patch Changes

- Fixed observational memory progress bars resetting to zero after agent responses finish. ([#12934](https://github.com/mastra-ai/mastra/pull/12934))

- Fixed working memory tools being injected when no thread or resource context is provided. Made working memory tool execute scope-aware: thread-scoped requires threadId, resource-scoped requires resourceId (previously both were always required regardless of scope). ([#12831](https://github.com/mastra-ai/mastra/pull/12831))

- Updated dependencies [[`717ffab`](https://github.com/mastra-ai/mastra/commit/717ffab42cfd58ff723b5c19ada4939997773004), [`b31c922`](https://github.com/mastra-ai/mastra/commit/b31c922215b513791d98feaea1b98784aa00803a), [`e4b6dab`](https://github.com/mastra-ai/mastra/commit/e4b6dab171c5960e340b3ea3ea6da8d64d2b8672), [`5719fa8`](https://github.com/mastra-ai/mastra/commit/5719fa8880e86e8affe698ec4b3807c7e0e0a06f), [`83cda45`](https://github.com/mastra-ai/mastra/commit/83cda4523e588558466892bff8f80f631a36945a), [`11804ad`](https://github.com/mastra-ai/mastra/commit/11804adf1d6be46ebe216be40a43b39bb8b397d7), [`aa95f95`](https://github.com/mastra-ai/mastra/commit/aa95f958b186ae5c9f4219c88e268f5565c277a2), [`90f7894`](https://github.com/mastra-ai/mastra/commit/90f7894568dc9481f40a4d29672234fae23090bb), [`f5501ae`](https://github.com/mastra-ai/mastra/commit/f5501aedb0a11106c7db7e480d6eaf3971b7bda8), [`44573af`](https://github.com/mastra-ai/mastra/commit/44573afad0a4bc86f627d6cbc0207961cdcb3bc3), [`00e3861`](https://github.com/mastra-ai/mastra/commit/00e3861863fbfee78faeb1ebbdc7c0223aae13ff), [`8109aee`](https://github.com/mastra-ai/mastra/commit/8109aeeab758e16cd4255a6c36f044b70eefc6a6), [`7bfbc52`](https://github.com/mastra-ai/mastra/commit/7bfbc52a8604feb0fff2c0a082c13c0c2a3df1a2), [`1445994`](https://github.com/mastra-ai/mastra/commit/1445994aee19c9334a6a101cf7bd80ca7ed4d186), [`61f44a2`](https://github.com/mastra-ai/mastra/commit/61f44a26861c89e364f367ff40825bdb7f19df55), [`37145d2`](https://github.com/mastra-ai/mastra/commit/37145d25f99dc31f1a9105576e5452609843ce32), [`fdad759`](https://github.com/mastra-ai/mastra/commit/fdad75939ff008b27625f5ec0ce9c6915d99d9ec), [`e4569c5`](https://github.com/mastra-ai/mastra/commit/e4569c589e00c4061a686c9eb85afe1b7050b0a8), [`7309a85`](https://github.com/mastra-ai/mastra/commit/7309a85427281a8be23f4fb80ca52e18eaffd596), [`99424f6`](https://github.com/mastra-ai/mastra/commit/99424f6862ffb679c4ec6765501486034754a4c2), [`44eb452`](https://github.com/mastra-ai/mastra/commit/44eb4529b10603c279688318bebf3048543a1d61), [`6c40593`](https://github.com/mastra-ai/mastra/commit/6c40593d6d2b1b68b0c45d1a3a4c6ac5ecac3937), [`8c1135d`](https://github.com/mastra-ai/mastra/commit/8c1135dfb91b057283eae7ee11f9ec28753cc64f), [`dd39e54`](https://github.com/mastra-ai/mastra/commit/dd39e54ea34532c995b33bee6e0e808bf41a7341), [`b6fad9a`](https://github.com/mastra-ai/mastra/commit/b6fad9a602182b1cc0df47cd8c55004fa829ad61), [`4129c07`](https://github.com/mastra-ai/mastra/commit/4129c073349b5a66643fd8136ebfe9d7097cf793), [`5b930ab`](https://github.com/mastra-ai/mastra/commit/5b930aba1834d9898e8460a49d15106f31ac7c8d), [`4be93d0`](https://github.com/mastra-ai/mastra/commit/4be93d09d68e20aaf0ea3f210749422719618b5f), [`047635c`](https://github.com/mastra-ai/mastra/commit/047635ccd7861d726c62d135560c0022a5490aec), [`8c90ff4`](https://github.com/mastra-ai/mastra/commit/8c90ff4d3414e7f2a2d216ea91274644f7b29133), [`ed232d1`](https://github.com/mastra-ai/mastra/commit/ed232d1583f403925dc5ae45f7bee948cf2a182b), [`3891795`](https://github.com/mastra-ai/mastra/commit/38917953518eb4154a984ee36e6ededdcfe80f72), [`4f955b2`](https://github.com/mastra-ai/mastra/commit/4f955b20c7f66ed282ee1fd8709696fa64c4f19d), [`55a4c90`](https://github.com/mastra-ai/mastra/commit/55a4c9044ac7454349b9f6aeba0bbab5ee65d10f)]:
  - @mastra/core@1.3.0

## 1.2.0-alpha.2

### Minor Changes

- **Async buffering for observational memory is now enabled by default.** Observations are pre-computed in the background as conversations grow — when the context window fills up, buffered observations activate instantly with no blocking LLM call. This keeps agents responsive during long conversations. ([#12939](https://github.com/mastra-ai/mastra/pull/12939))

  **Default settings:**
  - `observation.bufferTokens: 0.2` — buffer every 20% of `messageTokens` (~6k tokens with the default 30k threshold)
  - `observation.bufferActivation: 0.8` — on activation, retain 20% of the message window
  - `reflection.bufferActivation: 0.5` — start background reflection at 50% of the observation threshold

  **Disabling async buffering:**

  Set `observation.bufferTokens: false` to disable async buffering for both observations and reflections:

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        observation: {
          bufferTokens: false,
        },
      },
    },
  });
  ```

  **Model is now required** when passing an observational memory config object. Use `observationalMemory: true` for the default (google/gemini-2.5-flash), or set a model explicitly:

  ```ts
  // Uses default model (google/gemini-2.5-flash)
  observationalMemory: true

  // Explicit model
  observationalMemory: {
    model: "google/gemini-2.5-flash",
  }
  ```

  **`shareTokenBudget` requires `bufferTokens: false`** (temporary limitation). If you use `shareTokenBudget: true`, you must explicitly disable async buffering:

  ```ts
  observationalMemory: {
    model: "google/gemini-2.5-flash",
    shareTokenBudget: true,
    observation: { bufferTokens: false },
  }
  ```

  **New streaming event:** `data-om-status` replaces `data-om-progress` with a structured status object containing active window usage, buffered observation/reflection state, and projected activation impact.

  **Buffering markers:** New `data-om-buffering-start`, `data-om-buffering-end`, and `data-om-buffering-failed` streaming events for UI feedback during background operations.

## 1.2.0-alpha.1

### Patch Changes

- Fixed observational memory progress bars resetting to zero after agent responses finish. The messages and observations sidebar bars now retain their values on stream completion, cancellation, and page reload. Also added a buffer-status endpoint so buffering badges resolve with accurate token counts instead of spinning forever when buffering outlives the stream. ([#12934](https://github.com/mastra-ai/mastra/pull/12934))

- Updated dependencies [[`b31c922`](https://github.com/mastra-ai/mastra/commit/b31c922215b513791d98feaea1b98784aa00803a)]:
  - @mastra/core@1.3.0-alpha.2

## 1.2.0-alpha.0

### Minor Changes

- **Async buffering for observational memory is now enabled by default.** Observations are pre-computed in the background as conversations grow — when the context window fills up, buffered observations activate instantly with no blocking LLM call. This keeps agents responsive during long conversations. ([#12891](https://github.com/mastra-ai/mastra/pull/12891))

  **Default settings:**
  - `observation.bufferTokens: 0.2` — buffer every 20% of `messageTokens` (~6k tokens with the default 30k threshold)
  - `observation.bufferActivation: 0.8` — on activation, retain 20% of the message window
  - `reflection.bufferActivation: 0.5` — start background reflection at 50% of the observation threshold

  **Disabling async buffering:**

  Set `observation.bufferTokens: false` to disable async buffering for both observations and reflections:

  ```ts
  const memory = new Memory({
    options: {
      observationalMemory: {
        model: 'google/gemini-2.5-flash',
        observation: {
          bufferTokens: false,
        },
      },
    },
  });
  ```

  **Model is now required** when passing an observational memory config object. Use `observationalMemory: true` for the default (google/gemini-2.5-flash), or set a model explicitly:

  ```ts
  // Uses default model (google/gemini-2.5-flash)
  observationalMemory: true

  // Explicit model
  observationalMemory: {
    model: "google/gemini-2.5-flash",
  }
  ```

  **`shareTokenBudget` requires `bufferTokens: false`** (temporary limitation). If you use `shareTokenBudget: true`, you must explicitly disable async buffering:

  ```ts
  observationalMemory: {
    model: "google/gemini-2.5-flash",
    shareTokenBudget: true,
    observation: { bufferTokens: false },
  }
  ```

  **New streaming event:** `data-om-status` replaces `data-om-progress` with a structured status object containing active window usage, buffered observation/reflection state, and projected activation impact.

  **Buffering markers:** New `data-om-buffering-start`, `data-om-buffering-end`, and `data-om-buffering-failed` streaming events for UI feedback during background operations.

### Patch Changes

- Fixed working memory tools being injected when no thread or resource context is provided. Made working memory tool execute scope-aware: thread-scoped requires threadId, resource-scoped requires resourceId (previously both were always required regardless of scope). ([#12831](https://github.com/mastra-ai/mastra/pull/12831))

- Updated dependencies [[`717ffab`](https://github.com/mastra-ai/mastra/commit/717ffab42cfd58ff723b5c19ada4939997773004), [`e4b6dab`](https://github.com/mastra-ai/mastra/commit/e4b6dab171c5960e340b3ea3ea6da8d64d2b8672), [`5719fa8`](https://github.com/mastra-ai/mastra/commit/5719fa8880e86e8affe698ec4b3807c7e0e0a06f), [`83cda45`](https://github.com/mastra-ai/mastra/commit/83cda4523e588558466892bff8f80f631a36945a), [`11804ad`](https://github.com/mastra-ai/mastra/commit/11804adf1d6be46ebe216be40a43b39bb8b397d7), [`aa95f95`](https://github.com/mastra-ai/mastra/commit/aa95f958b186ae5c9f4219c88e268f5565c277a2), [`f5501ae`](https://github.com/mastra-ai/mastra/commit/f5501aedb0a11106c7db7e480d6eaf3971b7bda8), [`44573af`](https://github.com/mastra-ai/mastra/commit/44573afad0a4bc86f627d6cbc0207961cdcb3bc3), [`00e3861`](https://github.com/mastra-ai/mastra/commit/00e3861863fbfee78faeb1ebbdc7c0223aae13ff), [`7bfbc52`](https://github.com/mastra-ai/mastra/commit/7bfbc52a8604feb0fff2c0a082c13c0c2a3df1a2), [`1445994`](https://github.com/mastra-ai/mastra/commit/1445994aee19c9334a6a101cf7bd80ca7ed4d186), [`61f44a2`](https://github.com/mastra-ai/mastra/commit/61f44a26861c89e364f367ff40825bdb7f19df55), [`37145d2`](https://github.com/mastra-ai/mastra/commit/37145d25f99dc31f1a9105576e5452609843ce32), [`fdad759`](https://github.com/mastra-ai/mastra/commit/fdad75939ff008b27625f5ec0ce9c6915d99d9ec), [`e4569c5`](https://github.com/mastra-ai/mastra/commit/e4569c589e00c4061a686c9eb85afe1b7050b0a8), [`7309a85`](https://github.com/mastra-ai/mastra/commit/7309a85427281a8be23f4fb80ca52e18eaffd596), [`99424f6`](https://github.com/mastra-ai/mastra/commit/99424f6862ffb679c4ec6765501486034754a4c2), [`44eb452`](https://github.com/mastra-ai/mastra/commit/44eb4529b10603c279688318bebf3048543a1d61), [`6c40593`](https://github.com/mastra-ai/mastra/commit/6c40593d6d2b1b68b0c45d1a3a4c6ac5ecac3937), [`8c1135d`](https://github.com/mastra-ai/mastra/commit/8c1135dfb91b057283eae7ee11f9ec28753cc64f), [`dd39e54`](https://github.com/mastra-ai/mastra/commit/dd39e54ea34532c995b33bee6e0e808bf41a7341), [`b6fad9a`](https://github.com/mastra-ai/mastra/commit/b6fad9a602182b1cc0df47cd8c55004fa829ad61), [`4129c07`](https://github.com/mastra-ai/mastra/commit/4129c073349b5a66643fd8136ebfe9d7097cf793), [`5b930ab`](https://github.com/mastra-ai/mastra/commit/5b930aba1834d9898e8460a49d15106f31ac7c8d), [`4be93d0`](https://github.com/mastra-ai/mastra/commit/4be93d09d68e20aaf0ea3f210749422719618b5f), [`047635c`](https://github.com/mastra-ai/mastra/commit/047635ccd7861d726c62d135560c0022a5490aec), [`8c90ff4`](https://github.com/mastra-ai/mastra/commit/8c90ff4d3414e7f2a2d216ea91274644f7b29133), [`ed232d1`](https://github.com/mastra-ai/mastra/commit/ed232d1583f403925dc5ae45f7bee948cf2a182b), [`3891795`](https://github.com/mastra-ai/mastra/commit/38917953518eb4154a984ee36e6ededdcfe80f72), [`4f955b2`](https://github.com/mastra-ai/mastra/commit/4f955b20c7f66ed282ee1fd8709696fa64c4f19d), [`55a4c90`](https://github.com/mastra-ai/mastra/commit/55a4c9044ac7454349b9f6aeba0bbab5ee65d10f)]:
  - @mastra/core@1.3.0-alpha.1

## 1.1.0

### Minor Changes

- Added Observational Memory — a new memory system that keeps your agent's context window small while preserving long-term memory across conversations. ([#12599](https://github.com/mastra-ai/mastra/pull/12599))

  **Why:** Long conversations cause context rot and waste tokens. Observational Memory compresses conversation history into observations (5–40x compression) and periodically condenses those into reflections. Your agent stays fast and focused, even after thousands of messages.

  **Usage:**

  ```ts
  import { Memory } from '@mastra/memory';
  import { PostgresStore } from '@mastra/pg';

  const memory = new Memory({
    storage: new PostgresStore({ connectionString: process.env.DATABASE_URL }),
    options: {
      observationalMemory: true,
    },
  });

  const agent = new Agent({
    name: 'my-agent',
    model: openai('gpt-4o'),
    memory,
  });
  ```

  **What's new:**
  - `observationalMemory: true` enables the three-tier memory system (recent messages → observations → reflections)
  - Thread-scoped (per-conversation) and resource-scoped (shared across all threads for a user) modes
  - Manual `observe()` API for triggering observation outside the normal agent loop
  - New OM storage methods for pg, libsql, and mongodb adapters (conditionally enabled)
  - `Agent.findProcessor()` method for looking up processors by ID
  - `processorStates` for persisting processor state across loop iterations
  - Abort signal propagation to processors
  - `ProcessorStreamWriter` for custom stream events from processors

- Expose token usage from embedding operations ([#12556](https://github.com/mastra-ai/mastra/pull/12556))
  - `saveMessages` now returns `usage: { tokens: number }` with aggregated token count from all embeddings
  - `recall` now returns `usage: { tokens: number }` from the vector search query embedding
  - Updated abstract method signatures in `MastraMemory` to include optional `usage` in return types

  This allows users to track embedding token usage when using the Memory class.

### Patch Changes

- Updated dependencies [[`e6fc281`](https://github.com/mastra-ai/mastra/commit/e6fc281896a3584e9e06465b356a44fe7faade65), [`97be6c8`](https://github.com/mastra-ai/mastra/commit/97be6c8963130fca8a664fcf99d7b3a38e463595), [`2770921`](https://github.com/mastra-ai/mastra/commit/2770921eec4d55a36b278d15c3a83f694e462ee5), [`b1695db`](https://github.com/mastra-ai/mastra/commit/b1695db2d7be0c329d499619c7881899649188d0), [`5fe1fe0`](https://github.com/mastra-ai/mastra/commit/5fe1fe0109faf2c87db34b725d8a4571a594f80e), [`4133d48`](https://github.com/mastra-ai/mastra/commit/4133d48eaa354cdb45920dc6265732ffbc96788d), [`abae238`](https://github.com/mastra-ai/mastra/commit/abae238c755ebaf867bbfa1a3a219ef003a1021a), [`5dd01cc`](https://github.com/mastra-ai/mastra/commit/5dd01cce68d61874aa3ecbd91ee17884cfd5aca2), [`13e0a2a`](https://github.com/mastra-ai/mastra/commit/13e0a2a2bcec01ff4d701274b3727d5e907a6a01), [`f6673b8`](https://github.com/mastra-ai/mastra/commit/f6673b893b65b7d273ad25ead42e990704cc1e17), [`cd6be8a`](https://github.com/mastra-ai/mastra/commit/cd6be8ad32741cd41cabf508355bb31b71e8a5bd), [`9eb4e8e`](https://github.com/mastra-ai/mastra/commit/9eb4e8e39efbdcfff7a40ff2ce07ce2714c65fa8), [`c987384`](https://github.com/mastra-ai/mastra/commit/c987384d6c8ca844a9701d7778f09f5a88da7f9f), [`cb8cc12`](https://github.com/mastra-ai/mastra/commit/cb8cc12bfadd526aa95a01125076f1da44e4afa7), [`aa37c84`](https://github.com/mastra-ai/mastra/commit/aa37c84d29b7db68c72517337932ef486c316275), [`62f5d50`](https://github.com/mastra-ai/mastra/commit/62f5d5043debbba497dacb7ab008fe86b38b8de3), [`47eba72`](https://github.com/mastra-ai/mastra/commit/47eba72f0397d0d14fbe324b97940c3d55e5a525)]:
  - @mastra/core@1.2.0
  - @mastra/schema-compat@1.1.0

## 1.1.0-alpha.1

### Minor Changes

- Added Observational Memory — a new memory system that keeps your agent's context window small while preserving long-term memory across conversations. ([#12599](https://github.com/mastra-ai/mastra/pull/12599))

  **Why:** Long conversations cause context rot and waste tokens. Observational Memory compresses conversation history into observations (5–40x compression) and periodically condenses those into reflections. Your agent stays fast and focused, even after thousands of messages.

  **Usage:**

  ```ts
  import { Memory } from '@mastra/memory';
  import { PostgresStore } from '@mastra/pg';

  const memory = new Memory({
    storage: new PostgresStore({ connectionString: process.env.DATABASE_URL }),
    options: {
      observationalMemory: true,
    },
  });

  const agent = new Agent({
    name: 'my-agent',
    model: openai('gpt-4o'),
    memory,
  });
  ```

  **What's new:**
  - `observationalMemory: true` enables the three-tier memory system (recent messages → observations → reflections)
  - Thread-scoped (per-conversation) and resource-scoped (shared across all threads for a user) modes
  - Manual `observe()` API for triggering observation outside the normal agent loop
  - New OM storage methods for pg, libsql, and mongodb adapters (conditionally enabled)
  - `Agent.findProcessor()` method for looking up processors by ID
  - `processorStates` for persisting processor state across loop iterations
  - Abort signal propagation to processors
  - `ProcessorStreamWriter` for custom stream events from processors

### Patch Changes

- Updated dependencies [[`2770921`](https://github.com/mastra-ai/mastra/commit/2770921eec4d55a36b278d15c3a83f694e462ee5), [`b1695db`](https://github.com/mastra-ai/mastra/commit/b1695db2d7be0c329d499619c7881899649188d0), [`4133d48`](https://github.com/mastra-ai/mastra/commit/4133d48eaa354cdb45920dc6265732ffbc96788d), [`abae238`](https://github.com/mastra-ai/mastra/commit/abae238c755ebaf867bbfa1a3a219ef003a1021a), [`5dd01cc`](https://github.com/mastra-ai/mastra/commit/5dd01cce68d61874aa3ecbd91ee17884cfd5aca2), [`13e0a2a`](https://github.com/mastra-ai/mastra/commit/13e0a2a2bcec01ff4d701274b3727d5e907a6a01), [`c987384`](https://github.com/mastra-ai/mastra/commit/c987384d6c8ca844a9701d7778f09f5a88da7f9f), [`cb8cc12`](https://github.com/mastra-ai/mastra/commit/cb8cc12bfadd526aa95a01125076f1da44e4afa7), [`62f5d50`](https://github.com/mastra-ai/mastra/commit/62f5d5043debbba497dacb7ab008fe86b38b8de3)]:
  - @mastra/core@1.2.0-alpha.1
  - @mastra/schema-compat@1.1.0-alpha.0

## 1.1.0-alpha.0

### Minor Changes

- Expose token usage from embedding operations ([#12556](https://github.com/mastra-ai/mastra/pull/12556))
  - `saveMessages` now returns `usage: { tokens: number }` with aggregated token count from all embeddings
  - `recall` now returns `usage: { tokens: number }` from the vector search query embedding
  - Updated abstract method signatures in `MastraMemory` to include optional `usage` in return types

  This allows users to track embedding token usage when using the Memory class.

### Patch Changes

- Updated dependencies [[`e6fc281`](https://github.com/mastra-ai/mastra/commit/e6fc281896a3584e9e06465b356a44fe7faade65), [`97be6c8`](https://github.com/mastra-ai/mastra/commit/97be6c8963130fca8a664fcf99d7b3a38e463595), [`5fe1fe0`](https://github.com/mastra-ai/mastra/commit/5fe1fe0109faf2c87db34b725d8a4571a594f80e), [`f6673b8`](https://github.com/mastra-ai/mastra/commit/f6673b893b65b7d273ad25ead42e990704cc1e17), [`cd6be8a`](https://github.com/mastra-ai/mastra/commit/cd6be8ad32741cd41cabf508355bb31b71e8a5bd), [`9eb4e8e`](https://github.com/mastra-ai/mastra/commit/9eb4e8e39efbdcfff7a40ff2ce07ce2714c65fa8), [`aa37c84`](https://github.com/mastra-ai/mastra/commit/aa37c84d29b7db68c72517337932ef486c316275), [`47eba72`](https://github.com/mastra-ai/mastra/commit/47eba72f0397d0d14fbe324b97940c3d55e5a525)]:
  - @mastra/core@1.2.0-alpha.0

## 1.0.1

### Patch Changes

- Force alpha version bump for @mastra/evals, @mastra/loggers, @mastra/observability, and @mastra/memory ([#12505](https://github.com/mastra-ai/mastra/pull/12505))

- Extended readOnly memory option to also apply to working memory. When readOnly: true, working memory data is provided as context but the updateWorkingMemory tool is not available. ([#12471](https://github.com/mastra-ai/mastra/pull/12471))

  **Example:**

  ```typescript
  // Working memory is loaded but agent cannot update it
  const response = await agent.generate('What do you know about me?', {
    memory: {
      thread: 'conversation-123',
      resource: 'user-alice-456',
      options: { readOnly: true },
    },
  });
  ```

- Updated dependencies [[`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`1cf5d2e`](https://github.com/mastra-ai/mastra/commit/1cf5d2ea1b085be23e34fb506c80c80a4e6d9c2b), [`b99ceac`](https://github.com/mastra-ai/mastra/commit/b99ceace2c830dbdef47c8692d56a91954aefea2), [`deea43e`](https://github.com/mastra-ai/mastra/commit/deea43eb1366d03a864c5e597d16a48592b9893f), [`833ae96`](https://github.com/mastra-ai/mastra/commit/833ae96c3e34370e58a1e979571c41f39a720592), [`943772b`](https://github.com/mastra-ai/mastra/commit/943772b4378f625f0f4e19ea2b7c392bd8e71786), [`b5c711b`](https://github.com/mastra-ai/mastra/commit/b5c711b281dd1fb81a399a766bc9f86c55efc13e), [`3efbe5a`](https://github.com/mastra-ai/mastra/commit/3efbe5ae20864c4f3143457f4f3ee7dc2fa5ca76), [`1e49e7a`](https://github.com/mastra-ai/mastra/commit/1e49e7ab5f173582154cb26b29d424de67d09aef), [`751eaab`](https://github.com/mastra-ai/mastra/commit/751eaab4e0d3820a94e4c3d39a2ff2663ded3d91), [`69d8156`](https://github.com/mastra-ai/mastra/commit/69d81568bcf062557c24471ce26812446bec465d), [`60d9d89`](https://github.com/mastra-ai/mastra/commit/60d9d899e44b35bc43f1bcd967a74e0ce010b1af), [`5c544c8`](https://github.com/mastra-ai/mastra/commit/5c544c8d12b08ab40d64d8f37b3c4215bee95b87), [`771ad96`](https://github.com/mastra-ai/mastra/commit/771ad962441996b5c43549391a3e6a02c6ddedc2), [`2b0936b`](https://github.com/mastra-ai/mastra/commit/2b0936b0c9a43eeed9bef63e614d7e02ee803f7e), [`3b04f30`](https://github.com/mastra-ai/mastra/commit/3b04f3010604f3cdfc8a0674731700ad66471cee), [`97e26de`](https://github.com/mastra-ai/mastra/commit/97e26deaebd9836647a67b96423281d66421ca07), [`ac9ec66`](https://github.com/mastra-ai/mastra/commit/ac9ec6672779b2e6d4344e415481d1a6a7d4911a), [`10523f4`](https://github.com/mastra-ai/mastra/commit/10523f4882d9b874b40ce6e3715f66dbcd4947d2), [`cb72d20`](https://github.com/mastra-ai/mastra/commit/cb72d2069d7339bda8a0e76d4f35615debb07b84), [`42856b1`](https://github.com/mastra-ai/mastra/commit/42856b1c8aeea6371c9ee77ae2f5f5fe34400933), [`66f33ff`](https://github.com/mastra-ai/mastra/commit/66f33ff68620018513e499c394411d1d39b3aa5c), [`ab3c190`](https://github.com/mastra-ai/mastra/commit/ab3c1901980a99910ca9b96a7090c22e24060113), [`d4f06c8`](https://github.com/mastra-ai/mastra/commit/d4f06c85ffa5bb0da38fb82ebf3b040cc6b4ec4e), [`0350626`](https://github.com/mastra-ai/mastra/commit/03506267ec41b67add80d994c0c0fcce93bbc75f), [`bc9fa00`](https://github.com/mastra-ai/mastra/commit/bc9fa00859c5c4a796d53a0a5cae46ab4a3072e4), [`f46a478`](https://github.com/mastra-ai/mastra/commit/f46a4782f595949c696569e891f81c8d26338508), [`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`f05a3a5`](https://github.com/mastra-ai/mastra/commit/f05a3a5cf2b9a9c2d40c09cb8c762a4b6cd5d565), [`a291da9`](https://github.com/mastra-ai/mastra/commit/a291da9363efd92dafd8775dccb4f2d0511ece7a), [`c5d71da`](https://github.com/mastra-ai/mastra/commit/c5d71da1c680ce5640b1a7f8ca0e024a4ab1cfed), [`07042f9`](https://github.com/mastra-ai/mastra/commit/07042f9f89080f38b8f72713ba1c972d5b1905b8), [`0423442`](https://github.com/mastra-ai/mastra/commit/0423442b7be2dfacba95890bea8f4a810db4d603)]:
  - @mastra/core@1.1.0

## 1.0.1-alpha.1

### Patch Changes

- Force alpha version bump for @mastra/evals, @mastra/loggers, @mastra/observability, and @mastra/memory ([#12505](https://github.com/mastra-ai/mastra/pull/12505))

- Updated dependencies:
  - @mastra/core@1.1.0-alpha.2

## 1.0.1-alpha.0

### Patch Changes

- Extended readOnly memory option to also apply to working memory. When readOnly: true, working memory data is provided as context but the updateWorkingMemory tool is not available. ([#12471](https://github.com/mastra-ai/mastra/pull/12471))

  **Example:**

  ```typescript
  // Working memory is loaded but agent cannot update it
  const response = await agent.generate('What do you know about me?', {
    memory: {
      thread: 'conversation-123',
      resource: 'user-alice-456',
      options: { readOnly: true },
    },
  });
  ```

- Updated dependencies [[`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`1cf5d2e`](https://github.com/mastra-ai/mastra/commit/1cf5d2ea1b085be23e34fb506c80c80a4e6d9c2b), [`833ae96`](https://github.com/mastra-ai/mastra/commit/833ae96c3e34370e58a1e979571c41f39a720592), [`943772b`](https://github.com/mastra-ai/mastra/commit/943772b4378f625f0f4e19ea2b7c392bd8e71786), [`b5c711b`](https://github.com/mastra-ai/mastra/commit/b5c711b281dd1fb81a399a766bc9f86c55efc13e), [`3efbe5a`](https://github.com/mastra-ai/mastra/commit/3efbe5ae20864c4f3143457f4f3ee7dc2fa5ca76), [`1e49e7a`](https://github.com/mastra-ai/mastra/commit/1e49e7ab5f173582154cb26b29d424de67d09aef), [`751eaab`](https://github.com/mastra-ai/mastra/commit/751eaab4e0d3820a94e4c3d39a2ff2663ded3d91), [`69d8156`](https://github.com/mastra-ai/mastra/commit/69d81568bcf062557c24471ce26812446bec465d), [`60d9d89`](https://github.com/mastra-ai/mastra/commit/60d9d899e44b35bc43f1bcd967a74e0ce010b1af), [`5c544c8`](https://github.com/mastra-ai/mastra/commit/5c544c8d12b08ab40d64d8f37b3c4215bee95b87), [`771ad96`](https://github.com/mastra-ai/mastra/commit/771ad962441996b5c43549391a3e6a02c6ddedc2), [`2b0936b`](https://github.com/mastra-ai/mastra/commit/2b0936b0c9a43eeed9bef63e614d7e02ee803f7e), [`3b04f30`](https://github.com/mastra-ai/mastra/commit/3b04f3010604f3cdfc8a0674731700ad66471cee), [`97e26de`](https://github.com/mastra-ai/mastra/commit/97e26deaebd9836647a67b96423281d66421ca07), [`10523f4`](https://github.com/mastra-ai/mastra/commit/10523f4882d9b874b40ce6e3715f66dbcd4947d2), [`cb72d20`](https://github.com/mastra-ai/mastra/commit/cb72d2069d7339bda8a0e76d4f35615debb07b84), [`42856b1`](https://github.com/mastra-ai/mastra/commit/42856b1c8aeea6371c9ee77ae2f5f5fe34400933), [`66f33ff`](https://github.com/mastra-ai/mastra/commit/66f33ff68620018513e499c394411d1d39b3aa5c), [`ab3c190`](https://github.com/mastra-ai/mastra/commit/ab3c1901980a99910ca9b96a7090c22e24060113), [`d4f06c8`](https://github.com/mastra-ai/mastra/commit/d4f06c85ffa5bb0da38fb82ebf3b040cc6b4ec4e), [`0350626`](https://github.com/mastra-ai/mastra/commit/03506267ec41b67add80d994c0c0fcce93bbc75f), [`bc9fa00`](https://github.com/mastra-ai/mastra/commit/bc9fa00859c5c4a796d53a0a5cae46ab4a3072e4), [`f46a478`](https://github.com/mastra-ai/mastra/commit/f46a4782f595949c696569e891f81c8d26338508), [`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`f05a3a5`](https://github.com/mastra-ai/mastra/commit/f05a3a5cf2b9a9c2d40c09cb8c762a4b6cd5d565), [`a291da9`](https://github.com/mastra-ai/mastra/commit/a291da9363efd92dafd8775dccb4f2d0511ece7a), [`c5d71da`](https://github.com/mastra-ai/mastra/commit/c5d71da1c680ce5640b1a7f8ca0e024a4ab1cfed), [`07042f9`](https://github.com/mastra-ai/mastra/commit/07042f9f89080f38b8f72713ba1c972d5b1905b8), [`0423442`](https://github.com/mastra-ai/mastra/commit/0423442b7be2dfacba95890bea8f4a810db4d603)]:
  - @mastra/core@1.1.0-alpha.0

## 1.0.0

### Major Changes

- Refactor workflow and tool types to remove Zod-specific constraints ([#11814](https://github.com/mastra-ai/mastra/pull/11814))

  Removed Zod-specific type constraints across all workflow implementations and tool types, replacing them with generic types. This ensures type consistency across default, evented, and inngest workflows while preparing for Zod v4 migration.

  **Workflow Changes:**
  - Removed `z.ZodObject<any>` and `z.ZodType<any>` constraints from all workflow generic types
  - Updated method signatures to use `TInput` and `TState` directly instead of `z.infer<TInput>` and `z.infer<TState>`
  - Aligned conditional types across all workflow implementations using `TInput extends unknown` pattern
  - Fixed `TSteps` generic to properly use `TEngineType` instead of `any`

  **Tool Changes:**
  - Removed Zod schema constraints from `ToolExecutionContext` and related interfaces
  - Simplified type parameters from `TSuspendSchema extends ZodLikeSchema` to `TSuspend` and `TResume`
  - Updated tool execution context types to use generic types

  **Type Utilities:**
  - Refactored type helpers to work with generic schemas instead of Zod-specific types
  - Updated type extraction utilities for better compatibility

  This change maintains backward compatibility while improving type consistency and preparing for Zod v4 support across all affected packages.

- Remove `getMessagesPaginated()` and add `perPage: false` support ([#9670](https://github.com/mastra-ai/mastra/pull/9670))

  Removes deprecated `getMessagesPaginated()` method. The `listMessages()` API and score handlers now support `perPage: false` to fetch all records without pagination limits.

  **Storage changes:**
  - `StoragePagination.perPage` type changed from `number` to `number | false`
  - All storage implementations support `perPage: false`:
    - Memory: `listMessages()`
    - Scores: `listScoresBySpan()`, `listScoresByRunId()`, `listScoresByExecutionId()`
  - HTTP query parser accepts `"false"` string (e.g., `?perPage=false`)

  **Memory changes:**
  - `memory.query()` parameter type changed from `StorageGetMessagesArg` to `StorageListMessagesInput`
  - Uses flat parameters (`page`, `perPage`, `include`, `filter`, `vectorSearchString`) instead of `selectBy` object

  **Stricter validation:**
  - `listMessages()` requires non-empty, non-whitespace `threadId` (throws error instead of returning empty results)

  **Migration:**

  ```typescript
  // Storage/Memory: Replace getMessagesPaginated with listMessages
  - storage.getMessagesPaginated({ threadId, selectBy: { pagination: { page: 0, perPage: 20 } } })
  + storage.listMessages({ threadId, page: 0, perPage: 20 })
  + storage.listMessages({ threadId, page: 0, perPage: false })  // Fetch all

  // Memory: Replace selectBy with flat parameters
  - memory.query({ threadId, selectBy: { last: 20, include: [...] } })
  + memory.query({ threadId, perPage: 20, include: [...] })

  // Client SDK
  - thread.getMessagesPaginated({ selectBy: { pagination: { page: 0 } } })
  + thread.listMessages({ page: 0, perPage: 20 })
  ```

- **Removed `storage.getMessages()`** ([#9695](https://github.com/mastra-ai/mastra/pull/9695))

  The `getMessages()` method has been removed from all storage implementations. Use `listMessages()` instead, which provides pagination support.

  **Migration:**

  ```typescript
  // Before
  const messages = await storage.getMessages({ threadId: 'thread-1' });

  // After
  const result = await storage.listMessages({
    threadId: 'thread-1',
    page: 0,
    perPage: 50,
  });
  const messages = result.messages; // Access messages array
  console.log(result.total); // Total count
  console.log(result.hasMore); // Whether more pages exist
  ```

  **Message ordering default**

  `listMessages()` defaults to ASC (oldest first) ordering by `createdAt`, matching the previous `getMessages()` behavior.

  **To use DESC ordering (newest first):**

  ```typescript
  const result = await storage.listMessages({
    threadId: 'thread-1',
    orderBy: { field: 'createdAt', direction: 'DESC' },
  });
  ```

  **Renamed `client.getThreadMessages()` → `client.listThreadMessages()`**

  **Migration:**

  ```typescript
  // Before
  const response = await client.getThreadMessages(threadId, { agentId });

  // After
  const response = await client.listThreadMessages(threadId, { agentId });
  ```

  The response format remains the same.

  **Removed `StorageGetMessagesArg` type**

  Use `StorageListMessagesInput` instead:

  ```typescript
  // Before
  import type { StorageGetMessagesArg } from '@mastra/core';

  // After
  import type { StorageListMessagesInput } from '@mastra/core';
  ```

- Bump minimum required Node.js version to 22.13.0 ([#9706](https://github.com/mastra-ai/mastra/pull/9706))

- Replace `getThreadsByResourceIdPaginated` with `listThreadsByResourceId` across memory handlers. Update client SDK to use `listThreads()` with `offset`/`limit` parameters instead of deprecated `getMemoryThreads()`. Consolidate `/api/memory/threads` routes to single paginated endpoint. ([#9508](https://github.com/mastra-ai/mastra/pull/9508))

- This simplifies the Memory API by removing the confusing rememberMessages method and renaming query to recall for better clarity. ([#9701](https://github.com/mastra-ai/mastra/pull/9701))

  The rememberMessages method name implied it might persist data when it was actually just retrieving messages, same as query. Having two methods that did essentially the same thing was unnecessary.

  Before:

  ```typescript
  // Two methods that did the same thing
  memory.rememberMessages({ threadId, resourceId, config, vectorMessageSearch });
  memory.query({ threadId, resourceId, perPage, vectorSearchString });
  ```

  After:

  ```typescript
  // Single unified method with clear purpose
  memory.recall({ threadId, resourceId, perPage, vectorMessageSearch, threadConfig });
  ```

  All usages have been updated across the codebase including tests. The agent now calls recall directly with the appropriate parameters.

- Rename RuntimeContext to RequestContext ([#9511](https://github.com/mastra-ai/mastra/pull/9511))

- Remove `getThreadsByResourceId` and `getThreadsByResourceIdPaginated` methods from storage interfaces in favor of `listThreadsByResourceId`. The new method uses `offset`/`limit` pagination and a nested `orderBy` object structure (`{ field, direction }`). ([#9536](https://github.com/mastra-ai/mastra/pull/9536))

- Remove various deprecated APIs from agent class. ([#9257](https://github.com/mastra-ai/mastra/pull/9257))
  - `agent.llm` → `agent.getLLM()`
  - `agent.tools` → `agent.getTools()`
  - `agent.instructions` → `agent.getInstructions()`
  - `agent.speak()` → `agent.voice.speak()`
  - `agent.getSpeakers()` → `agent.voice.getSpeakers()`
  - `agent.listen` → `agent.voice.listen()`
  - `agent.fetchMemory` → `(await agent.getMemory()).query()`
  - `agent.toStep` → Add agent directly to the step, workflows handle the transformation

- Pagination APIs now use `page`/`perPage` instead of `offset`/`limit` ([#9592](https://github.com/mastra-ai/mastra/pull/9592))

  All storage and memory pagination APIs have been updated to use `page` (0-indexed) and `perPage` instead of `offset` and `limit`, aligning with standard REST API patterns.

  **Affected APIs:**
  - `Memory.listThreadsByResourceId()`
  - `Memory.listMessages()`
  - `Storage.listWorkflowRuns()`

  **Migration:**

  ```typescript
  // Before
  await memory.listThreadsByResourceId({
    resourceId: 'user-123',
    offset: 20,
    limit: 10,
  });

  // After
  await memory.listThreadsByResourceId({
    resourceId: 'user-123',
    page: 2, // page = Math.floor(offset / limit)
    perPage: 10,
  });

  // Before
  await memory.listMessages({
    threadId: 'thread-456',
    offset: 20,
    limit: 10,
  });

  // After
  await memory.listMessages({
    threadId: 'thread-456',
    page: 2,
    perPage: 10,
  });

  // Before
  await storage.listWorkflowRuns({
    workflowName: 'my-workflow',
    offset: 20,
    limit: 10,
  });

  // After
  await storage.listWorkflowRuns({
    workflowName: 'my-workflow',
    page: 2,
    perPage: 10,
  });
  ```

  **Additional improvements:**
  - Added validation for negative `page` values in all storage implementations
  - Improved `perPage` validation to handle edge cases (negative values, `0`, `false`)
  - Added reusable query parser utilities for consistent validation in handlers

- Changing getAgents -> listAgents, getTools -> listTools, getWorkflows -> listWorkflows ([#9495](https://github.com/mastra-ai/mastra/pull/9495))

- Mark as stable ([`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc))

- Optimize default memory settings for semantic recall based on longmemeval data ([#9046](https://github.com/mastra-ai/mastra/pull/9046))
  - Increased default topK from 2 to 4 for greater accuracy improvement
  - Lowered default messageRange from {before: 2, after: 2} to {before: 1, after: 1}
  - This provides ~8% accuracy gain while only increasing max messages from 10 to 12 (20% increase)
  - Updated documentation to reflect new defaults
  - Fixed playground UI to correctly display the new default values
  - These changes only affect users who enable semantic recall without specifying custom values

- Enforcing id required on Processor primitive ([#9591](https://github.com/mastra-ai/mastra/pull/9591))

- Renamed `MastraMessageV2` to `MastraDBMessage` ([#9255](https://github.com/mastra-ai/mastra/pull/9255))
  Made the return format of all methods that return db messages consistent. It's always `{ messages: MastraDBMessage[] }` now, and messages can be converted after that using `@mastra/ai-sdk/ui`'s `toAISdkV4/5Messages()` function

### Minor Changes

- Update peer dependencies to match core package version bump (0.22.3) ([#9486](https://github.com/mastra-ai/mastra/pull/9486))

- Memory system now uses processors. Memory processors (`MessageHistory`, `SemanticRecall`, `WorkingMemory`) are now exported from `@mastra/memory/processors` and automatically added to the agent pipeline based on your memory config. Core processors (`ToolCallFilter`, `TokenLimiter`) remain in `@mastra/core/processors`. ([#9254](https://github.com/mastra-ai/mastra/pull/9254))

- Memory scope defaults changed from 'thread' to 'resource' ([#8983](https://github.com/mastra-ai/mastra/pull/8983))

  Both `workingMemory.scope` and `semanticRecall.scope` now default to `'resource'` instead of `'thread'`. This means:
  - Working memory persists across all conversations for the same user/resource
  - Semantic recall searches across all threads for the same user/resource

  **Migration**: To maintain the previous thread-scoped behavior, explicitly set `scope: 'thread'`:

  ```typescript
  memory: new Memory({
    storage,
    workingMemory: {
      enabled: true,
      scope: 'thread', // Explicitly set for thread-scoped behavior
    },
    semanticRecall: {
      scope: 'thread', // Explicitly set for thread-scoped behavior
    },
  }),
  ```

  Also fixed issues where playground semantic recall search could show missing or incorrect results in certain cases.

- Update peer dependencies to match core package version bump (1.0.0) ([#9495](https://github.com/mastra-ai/mastra/pull/9495))

- Update peer dependencies to match core package version bump (0.22.0) ([#8983](https://github.com/mastra-ai/mastra/pull/8983))

- Added new `listThreads` method for flexible thread filtering across all storage adapters. ([#11832](https://github.com/mastra-ai/mastra/pull/11832))

  **New Features**
  - Filter threads by `resourceId`, `metadata`, or both (with AND logic for metadata key-value pairs)
  - All filter parameters are optional, allowing you to list all threads or filter as needed
  - Full pagination and sorting support

  **Example Usage**

  ```typescript
  // List all threads
  const allThreads = await memory.listThreads({});

  // Filter by resourceId only
  const userThreads = await memory.listThreads({
    filter: { resourceId: 'user-123' },
  });

  // Filter by metadata only
  const supportThreads = await memory.listThreads({
    filter: { metadata: { category: 'support' } },
  });

  // Filter by both with pagination
  const filteredThreads = await memory.listThreads({
    filter: {
      resourceId: 'user-123',
      metadata: { priority: 'high', status: 'open' },
    },
    orderBy: { field: 'updatedAt', direction: 'DESC' },
    page: 0,
    perPage: 20,
  });
  ```

  **Security Improvements**
  - Added validation to prevent SQL injection via malicious metadata keys
  - Added pagination parameter validation to prevent integer overflow attacks

- Schema-based working memory now uses merge semantics instead of replace semantics. ([#10659](https://github.com/mastra-ai/mastra/pull/10659))

  **Before:** Each working memory update replaced the entire memory, causing data loss across conversation turns.

  **After:** For schema-based working memory:
  - Object fields are deep merged (existing fields preserved, only provided fields updated)
  - Set a field to `null` to delete it
  - Arrays are replaced entirely when provided

  Template-based (Markdown) working memory retains the existing replace semantics.

  This fixes issue #7775 where users building profile-like schemas would lose information from previous turns.

### Patch Changes

- dependencies updates: ([#10133](https://github.com/mastra-ai/mastra/pull/10133))
  - Updated dependency [`js-tiktoken@^1.0.21` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.21) (from `^1.0.20`, in `dependencies`)

- Add embedded documentation support for Mastra packages ([#11472](https://github.com/mastra-ai/mastra/pull/11472))

  Mastra packages now include embedded documentation in the published npm package under `dist/docs/`. This enables coding agents and AI assistants to understand and use the framework by reading documentation directly from `node_modules`.

  Each package includes:
  - **SKILL.md** - Entry point explaining the package's purpose and capabilities
  - **SOURCE_MAP.json** - Machine-readable index mapping exports to types and implementation files
  - **Topic folders** - Conceptual documentation organized by feature area

  Documentation is driven by the `packages` frontmatter field in MDX files, which maps docs to their corresponding packages. CI validation ensures all docs include this field.

- Fixed ReDoS vulnerability in working memory tag parsing. ([#11248](https://github.com/mastra-ai/mastra/pull/11248))

  Replaced regex-based parsing with indexOf-based string parsing to prevent denial of service attacks from malicious input. The vulnerable regex `/<working_memory>([^]*?)<\/working_memory>/g` had O(n²) complexity on pathological inputs - the new implementation maintains O(n) linear time.

- Embed AI types to fix peerdeps mismatches ([`9650cce`](https://github.com/mastra-ai/mastra/commit/9650cce52a1d917ff9114653398e2a0f5c3ba808))

- Consolidate memory integration tests and fix working memory filtering in MessageHistory processor ([#11367](https://github.com/mastra-ai/mastra/pull/11367))

  Moved `extractWorkingMemoryTags`, `removeWorkingMemoryTags`, and `extractWorkingMemoryContent` utilities from `@mastra/memory` to `@mastra/core/memory` so they can be used by the `MessageHistory` processor.

  Updated `MessageHistory.filterMessagesForPersistence()` to properly filter out `updateWorkingMemory` tool invocations and strip working memory tags from text content, fixing an issue where working memory tool call arguments were polluting saved message history for v5+ models.

  Also consolidated integration tests for agent-memory, working-memory, and pg-storage into shared test functions that can run against multiple model versions (v4, v5, v6).

- Add new deleteVectors, updateVector by filter ([#10408](https://github.com/mastra-ai/mastra/pull/10408))

- Update peer dependencies to match core package version bump (1.0.0) ([#9237](https://github.com/mastra-ai/mastra/pull/9237))

- Update tool execution signature ([#9587](https://github.com/mastra-ai/mastra/pull/9587))

  Consolidated the 3 different execution contexts to one

  ```typescript
  // before depending on the context the tool was executed in
  tool.execute({ context: data });
  tool.execute({ context: { inputData: data } });
  tool.execute(data);

  // now, for all contexts
  tool.execute(data, context);
  ```

  **Before:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async ({ context, tracingContext, runId, ... }) => {
    return doSomething(context.string);
  }
  ```

  **After:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async (inputData, context) => {
    const { agent, mcp, workflow, ...sharedContext } = context

    // context that only an agent would get like toolCallId, messages, suspend, resume, etc
    if (agent) {
      doSomething(inputData.something, agent)
    // context that only a workflow would get like runId, state, suspend, resume, etc
    } else if (workflow) {
      doSomething(inputData.something, workflow)
    // context that only a workflow would get like "extra", "elicitation"
    } else if (mcp) {
      doSomething(inputData.something, mcp)
    } else {
      // Running a tool in no execution context
      return doSomething(inputData.something);
    }
  }
  ```

- Added support for AI SDK v6 embedding models (specification version v3) in memory and vector modules. Fixed TypeScript error where `ModelRouterEmbeddingModel` was trying to implement a union type instead of `EmbeddingModelV2` directly. ([#11362](https://github.com/mastra-ai/mastra/pull/11362))

- - Fixed TypeScript errors where `threadId: string | string[]` was being passed to places expecting `Scalar` type ([#10663](https://github.com/mastra-ai/mastra/pull/10663))
  - Added proper multi-thread support for `listMessages` across all adapters when `threadId` is an array
  - Updated `_getIncludedMessages` to look up message threadId by ID (since message IDs are globally unique)
  - **upstash**: Added `msg-idx:{messageId}` index for O(1) message lookups (backwards compatible with fallback to scan for old messages, with automatic backfill)

- Fix giant debug log messages (30-40kb) when using agents with memory and debug logging enabled. ([#11280](https://github.com/mastra-ai/mastra/pull/11280))

  **Problem**: The memory recall debug log was including the entire threadConfig object, which could contain large zod schemas (30-40kb when serialized).

  **Solution**: Replace the full threadConfig log with selective configuration properties:
  - `threadId`: Basic identifier for the operation
  - `perPage`: Pagination setting
  - `page`: Current page
  - `orderBy`: Sort configuration
  - `hasWorkingMemorySchema`: Boolean indicator if schema exists (without the schema itself)
  - `workingMemoryEnabled`: Working memory enabled status
  - `semanticRecallEnabled`: Semantic recall enabled status

  This maintains useful debugging information while eliminating the giant log messages containing serialized schemas.

- Fixed client-side tool invocations not being stored in memory. Previously, tool invocations with state 'call' were filtered out before persistence, which incorrectly removed client-side tools. Now only streaming intermediate states ('partial-call') are filtered. ([#11630](https://github.com/mastra-ai/mastra/pull/11630))

  Fixed a crash when updating working memory with an empty or null update; existing data is now preserved.

- When using lastMessages: N config without an explicit orderBy, the recall() function was returning the OLDEST N messages instead of the NEWEST N messages. This completely breaks conversation history for any thread that grows beyond the lastMessages limit. ([#10543](https://github.com/mastra-ai/mastra/pull/10543))

- Fix updateMessages() to sync vector database for semantic recall. Previously, updating a message's content would not update the corresponding vector embeddings, causing semantic recall to return stale results based on old content. ([#11842](https://github.com/mastra-ai/mastra/pull/11842))

- Fix crash in updateMessageToHideWorkingMemoryV2 when message.content is not a V2 object. Added defensive type guards before spreading content to handle legacy or malformed message formats. ([#11180](https://github.com/mastra-ai/mastra/pull/11180))

- Fix connection pool exhaustion when saving many messages with semantic recall enabled. Instead of calling vector.upsert() for each message individually (which acquires a separate DB connection), all embeddings are now batched into a single upsert call. ([#10954](https://github.com/mastra-ai/mastra/pull/10954))

- Introduce StorageDomain base class for composite storage support ([#11249](https://github.com/mastra-ai/mastra/pull/11249))

  Storage adapters now use a domain-based architecture where each domain (memory, workflows, scores, observability, agents) extends a `StorageDomain` base class with `init()` and `dangerouslyClearAll()` methods.

  **Key changes:**
  - Add `StorageDomain` abstract base class that all domain storage classes extend
  - Add `InMemoryDB` class for shared state across in-memory domain implementations
  - All storage domains now implement `dangerouslyClearAll()` for test cleanup
  - Remove `operations` from public `StorageDomains` type (now internal to each adapter)
  - Add flexible client/config patterns - domains accept either an existing database client or config to create one internally

  **Why this matters:**

  This enables composite storage where you can use different database adapters per domain:

  ```typescript
  import { Mastra } from '@mastra/core';
  import { PostgresStore } from '@mastra/pg';
  import { ClickhouseStore } from '@mastra/clickhouse';

  // Use Postgres for most domains but Clickhouse for observability
  const mastra = new Mastra({
    storage: new PostgresStore({
      connectionString: 'postgres://...',
    }),
    // Future: override specific domains
    // observability: new ClickhouseStore({ ... }).getStore('observability'),
  });
  ```

  **Standalone domain usage:**

  Domains can now be used independently with flexible configuration:

  ```typescript
  import { MemoryLibSQL } from '@mastra/libsql/memory';

  // Option 1: Pass config to create client internally
  const memory = new MemoryLibSQL({
    url: 'file:./local.db',
  });

  // Option 2: Pass existing client for shared connections
  import { createClient } from '@libsql/client';
  const client = createClient({ url: 'file:./local.db' });
  const memory = new MemoryLibSQL({ client });
  ```

  **Breaking changes:**
  - `StorageDomains` type no longer includes `operations` - access via `getStore()` instead
  - Domain base classes now require implementing `dangerouslyClearAll()` method

- Refactor storage architecture to use domain-specific stores via `getStore()` pattern ([#11361](https://github.com/mastra-ai/mastra/pull/11361))

  ### Summary

  This release introduces a new storage architecture that replaces passthrough methods on `MastraStorage` with domain-specific storage interfaces accessed via `getStore()`. This change reduces code duplication across storage adapters and provides a cleaner, more modular API.

  ### Migration Guide

  All direct method calls on storage instances should be updated to use `getStore()`:

  ```typescript
  // Before
  const thread = await storage.getThreadById({ threadId });
  await storage.persistWorkflowSnapshot({ workflowName, runId, snapshot });
  await storage.createSpan(span);

  // After
  const memory = await storage.getStore('memory');
  const thread = await memory?.getThreadById({ threadId });

  const workflows = await storage.getStore('workflows');
  await workflows?.persistWorkflowSnapshot({ workflowName, runId, snapshot });

  const observability = await storage.getStore('observability');
  await observability?.createSpan(span);
  ```

  ### Available Domains
  - **`memory`**: Thread and message operations (`getThreadById`, `saveThread`, `saveMessages`, etc.)
  - **`workflows`**: Workflow state persistence (`persistWorkflowSnapshot`, `loadWorkflowSnapshot`, `getWorkflowRunById`, etc.)
  - **`scores`**: Evaluation scores (`saveScore`, `listScoresByScorerId`, etc.)
  - **`observability`**: Tracing and spans (`createSpan`, `updateSpan`, `getTrace`, etc.)
  - **`agents`**: Stored agent configurations (`createAgent`, `getAgentById`, `listAgents`, etc.)

  ### Breaking Changes
  - Passthrough methods have been removed from `MastraStorage` base class
  - All storage adapters now require accessing domains via `getStore()`
  - The `stores` property on storage instances is now the canonical way to access domain storage

  ### Internal Changes
  - Each storage adapter now initializes domain-specific stores in its constructor
  - Domain stores share database connections and handle their own table initialization

- Update MockMemory to work with new storage API changes. MockMemory now properly implements all abstract MastraMemory methods. This includes proper thread management, message saving with MessageList conversion, working memory operations with scope support, and resource listing. ([#10368](https://github.com/mastra-ai/mastra/pull/10368))

  Add Zod v4 support for working memory schemas. Memory implementations now check for Zod v4's built-in `.toJsonSchema()` method before falling back to the `zodToJsonSchema` compatibility function, improving performance and forward compatibility while maintaining backward compatibility with Zod v3.

  Add Gemini 3 Pro test coverage in agent-gemini.test.ts to validate the latest Gemini model integration.

- Add storage composition to MastraStorage ([#11401](https://github.com/mastra-ai/mastra/pull/11401))

  `MastraStorage` can now compose storage domains from different adapters. Use it when you need different databases for different purposes - for example, PostgreSQL for memory and workflows, but a different database for observability.

  ```typescript
  import { MastraStorage } from '@mastra/core/storage';
  import { MemoryPG, WorkflowsPG, ScoresPG } from '@mastra/pg';
  import { MemoryLibSQL } from '@mastra/libsql';

  // Compose domains from different stores
  const storage = new MastraStorage({
    id: 'composite',
    domains: {
      memory: new MemoryLibSQL({ url: 'file:./local.db' }),
      workflows: new WorkflowsPG({ connectionString: process.env.DATABASE_URL }),
      scores: new ScoresPG({ connectionString: process.env.DATABASE_URL }),
    },
  });
  ```

  **Breaking changes:**
  - `storage.supports` property no longer exists
  - `StorageSupports` type is no longer exported from `@mastra/core/storage`

  All stores now support the same features. For domain availability, use `getStore()`:

  ```typescript
  const store = await storage.getStore('memory');
  if (store) {
    // domain is available
  }
  ```

- Update peer dependencies to match core package version bump (1.0.0) ([#9489](https://github.com/mastra-ai/mastra/pull/9489))

- Fixes incorrect tool invocation format in message list that was causing client tools to fail during message format conversions. ([#9590](https://github.com/mastra-ai/mastra/pull/9590))

- Adds thread cloning to create independent copies of conversations that can diverge. ([#11517](https://github.com/mastra-ai/mastra/pull/11517))

  ```typescript
  // Clone a thread
  const { thread, clonedMessages } = await memory.cloneThread({
    sourceThreadId: 'thread-123',
    title: 'My Clone',
    options: {
      messageLimit: 10, // optional: only copy last N messages
    },
  });

  // Check if a thread is a clone
  if (memory.isClone(thread)) {
    const source = await memory.getSourceThread(thread.id);
  }

  // List all clones of a thread
  const clones = await memory.listClones('thread-123');
  ```

  Includes:
  - Storage implementations for InMemory, PostgreSQL, LibSQL, Upstash
  - API endpoint: `POST /api/memory/threads/:threadId/clone`
  - Embeddings created for cloned messages (semantic recall)
  - Clone button in playground UI Memory tab

- Use memory mock in server tests ([#9486](https://github.com/mastra-ai/mastra/pull/9486))

- Unified `getWorkflowRunById` and `getWorkflowRunExecutionResult` into a single API that returns `WorkflowState` with both metadata and execution state. ([#11429](https://github.com/mastra-ai/mastra/pull/11429))

  **What changed:**
  - `getWorkflowRunById` now returns a unified `WorkflowState` object containing metadata (runId, workflowName, resourceId, createdAt, updatedAt) along with processed execution state (status, result, error, payload, steps)
  - Added optional `fields` parameter to request only specific fields for better performance
  - Added optional `withNestedWorkflows` parameter to control nested workflow step inclusion
  - Removed `getWorkflowRunExecutionResult` - use `getWorkflowRunById` instead (breaking change)
  - Removed `/execution-result` API endpoints from server (breaking change)
  - Removed `runExecutionResult()` method from client SDK (breaking change)
  - Removed `GetWorkflowRunExecutionResultResponse` type from client SDK (breaking change)

  **Before:**

  ```typescript
  // Had to call two different methods for different data
  const run = await workflow.getWorkflowRunById(runId); // Returns raw WorkflowRun with snapshot
  const result = await workflow.getWorkflowRunExecutionResult(runId); // Returns processed execution state
  ```

  **After:**

  ```typescript
  // Single method returns everything
  const run = await workflow.getWorkflowRunById(runId);
  // Returns: { runId, workflowName, resourceId, createdAt, updatedAt, status, result, error, payload, steps }

  // Request only specific fields for better performance (avoids expensive step fetching)
  const status = await workflow.getWorkflowRunById(runId, { fields: ['status'] });

  // Skip nested workflow steps for faster response
  const run = await workflow.getWorkflowRunById(runId, { withNestedWorkflows: false });
  ```

  **Why:** The previous API required calling two separate methods to get complete workflow run information. This unification simplifies the API surface and gives users control over performance - fetching all steps (especially nested workflows) can be expensive, so the `fields` and `withNestedWorkflows` options let users request only what they need.

- Fix working memory zod to json schema conversion to use schema-compat zodtoJsonSchema fn. ([#10391](https://github.com/mastra-ai/mastra/pull/10391))

- Update peer dependencies to match core package version bump (1.0.0) ([#9491](https://github.com/mastra-ai/mastra/pull/9491))

- Remove unused dependencies ([#10019](https://github.com/mastra-ai/mastra/pull/10019))

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[`ffe84d5`](https://github.com/mastra-ai/mastra/commit/ffe84d54f3b0f85167fe977efd027dba027eb998), [`5c8ca24`](https://github.com/mastra-ai/mastra/commit/5c8ca247094e0cc2cdbd7137822fb47241f86e77), [`9d819d5`](https://github.com/mastra-ai/mastra/commit/9d819d54b61481639f4008e4694791bddf187edd), [`24b76d8`](https://github.com/mastra-ai/mastra/commit/24b76d8e17656269c8ed09a0c038adb9cc2ae95a), [`31d13d5`](https://github.com/mastra-ai/mastra/commit/31d13d5fdc2e2380e2e3ee3ec9fb29d2a00f265d), [`ef756c6`](https://github.com/mastra-ai/mastra/commit/ef756c65f82d16531c43f49a27290a416611e526), [`e191844`](https://github.com/mastra-ai/mastra/commit/e1918444ca3f80e82feef1dad506cd4ec6e2875f), [`243a823`](https://github.com/mastra-ai/mastra/commit/243a8239c5906f5c94e4f78b54676793f7510ae3), [`b00ccd3`](https://github.com/mastra-ai/mastra/commit/b00ccd325ebd5d9e37e34dd0a105caae67eb568f), [`28f5f89`](https://github.com/mastra-ai/mastra/commit/28f5f89705f2409921e3c45178796c0e0d0bbb64), [`22553f1`](https://github.com/mastra-ai/mastra/commit/22553f11c63ee5e966a9c034a349822249584691), [`4c62166`](https://github.com/mastra-ai/mastra/commit/4c621669f4a29b1f443eca3ba70b814afa286266), [`e601b27`](https://github.com/mastra-ai/mastra/commit/e601b272c70f3a5ecca610373aa6223012704892), [`7d56d92`](https://github.com/mastra-ai/mastra/commit/7d56d9213886e8353956d7d40df10045fd12b299), [`81dc110`](https://github.com/mastra-ai/mastra/commit/81dc11008d147cf5bdc8996ead1aa61dbdebb6fc), [`7bcbf10`](https://github.com/mastra-ai/mastra/commit/7bcbf10133516e03df964b941f9a34e9e4ab4177), [`029540c`](https://github.com/mastra-ai/mastra/commit/029540ca1e582fc2dd8d288ecd4a9b0f31a954ef), [`7237163`](https://github.com/mastra-ai/mastra/commit/72371635dbf96a87df4b073cc48fc655afbdce3d), [`2500740`](https://github.com/mastra-ai/mastra/commit/2500740ea23da067d6e50ec71c625ab3ce275e64), [`4353600`](https://github.com/mastra-ai/mastra/commit/43536005a65988a8eede236f69122e7f5a284ba2), [`653e65a`](https://github.com/mastra-ai/mastra/commit/653e65ae1f9502c2958a32f47a5a2df11e612a92), [`873ecbb`](https://github.com/mastra-ai/mastra/commit/873ecbb517586aa17d2f1e99283755b3ebb2863f), [`6986fb0`](https://github.com/mastra-ai/mastra/commit/6986fb064f5db6ecc24aa655e1d26529087b43b3), [`3d3366f`](https://github.com/mastra-ai/mastra/commit/3d3366f31683e7137d126a3a57174a222c5801fb), [`5a4953f`](https://github.com/mastra-ai/mastra/commit/5a4953f7d25bb15ca31ed16038092a39cb3f98b3), [`4f9bbe5`](https://github.com/mastra-ai/mastra/commit/4f9bbe5968f42c86f4930b8193de3c3c17e5bd36), [`efe406a`](https://github.com/mastra-ai/mastra/commit/efe406a1353c24993280ebc2ed61dd9f65b84b26), [`eb9e522`](https://github.com/mastra-ai/mastra/commit/eb9e522ce3070a405e5b949b7bf5609ca51d7fe2), [`fd3d338`](https://github.com/mastra-ai/mastra/commit/fd3d338a2c362174ed5b383f1f011ad9fb0302aa), [`20e6f19`](https://github.com/mastra-ai/mastra/commit/20e6f1971d51d3ff6dd7accad8aaaae826d540ed), [`053e979`](https://github.com/mastra-ai/mastra/commit/053e9793b28e970086b0507f7f3b76ea32c1e838), [`02e51fe`](https://github.com/mastra-ai/mastra/commit/02e51feddb3d4155cfbcc42624fd0d0970d032c0), [`71c8d6c`](https://github.com/mastra-ai/mastra/commit/71c8d6c161253207b2b9588bdadb7eed604f7253), [`7aedb74`](https://github.com/mastra-ai/mastra/commit/7aedb74883adf66af38e270e4068fd42e7a37036), [`3bdfa75`](https://github.com/mastra-ai/mastra/commit/3bdfa7507a91db66f176ba8221aa28dd546e464a), [`119e5c6`](https://github.com/mastra-ai/mastra/commit/119e5c65008f3e5cfca954eefc2eb85e3bf40da4), [`c6fd6fe`](https://github.com/mastra-ai/mastra/commit/c6fd6fedd09e9cf8004b03a80925f5e94826ad7e), [`8f02d80`](https://github.com/mastra-ai/mastra/commit/8f02d800777397e4b45d7f1ad041988a8b0c6630), [`fdac646`](https://github.com/mastra-ai/mastra/commit/fdac646033a0930a1a4e00d13aa64c40bb7f1e02), [`6179a9b`](https://github.com/mastra-ai/mastra/commit/6179a9ba36ffac326de3cc3c43cdc8028d37c251), [`8f3fa3a`](https://github.com/mastra-ai/mastra/commit/8f3fa3a652bb77da092f913ec51ae46e3a7e27dc), [`d07b568`](https://github.com/mastra-ai/mastra/commit/d07b5687819ea8cb1dffa776d0c1765faf4aa1ae), [`e770de9`](https://github.com/mastra-ai/mastra/commit/e770de941a287a49b1964d44db5a5763d19890a6), [`e26dc9c`](https://github.com/mastra-ai/mastra/commit/e26dc9c3ccfec54ae3dc3e2b2589f741f9ae60a6), [`55edf73`](https://github.com/mastra-ai/mastra/commit/55edf7302149d6c964fbb7908b43babfc2b52145), [`c30400a`](https://github.com/mastra-ai/mastra/commit/c30400a49b994b1b97256fe785eb6c906fc2b232), [`486352b`](https://github.com/mastra-ai/mastra/commit/486352b66c746602b68a95839f830de14c7fb8c0), [`00f4921`](https://github.com/mastra-ai/mastra/commit/00f4921dd2c91a1e5446799599ef7116a8214a1a), [`1a46a56`](https://github.com/mastra-ai/mastra/commit/1a46a566f45a3fcbadc1cf36bf86d351f264bfa3), [`ca8041c`](https://github.com/mastra-ai/mastra/commit/ca8041cce0379fda22ed293a565bcb5b6ddca68a), [`b5dc973`](https://github.com/mastra-ai/mastra/commit/b5dc9733a5158850298dfb103acb3babdba8a318), [`7051bf3`](https://github.com/mastra-ai/mastra/commit/7051bf38b3b122a069008f861f7bfc004a6d9f6e), [`a8f1494`](https://github.com/mastra-ai/mastra/commit/a8f1494f4bbdc2770bcf327d4c7d869e332183f1), [`52e2716`](https://github.com/mastra-ai/mastra/commit/52e2716b42df6eff443de72360ae83e86ec23993), [`d7aad50`](https://github.com/mastra-ai/mastra/commit/d7aad501ce61646b76b4b511e558ac4eea9884d0), [`4f0b3c6`](https://github.com/mastra-ai/mastra/commit/4f0b3c66f196c06448487f680ccbb614d281e2f7), [`27b4040`](https://github.com/mastra-ai/mastra/commit/27b4040bfa1a95d92546f420a02a626b1419a1d6), [`c61fac3`](https://github.com/mastra-ai/mastra/commit/c61fac3add96f0dcce0208c07415279e2537eb62), [`6f14f70`](https://github.com/mastra-ai/mastra/commit/6f14f706ccaaf81b69544b6c1b75ab66a41e5317), [`69e0a87`](https://github.com/mastra-ai/mastra/commit/69e0a878896a2da9494945d86e056a5f8f05b851), [`cd29ad2`](https://github.com/mastra-ai/mastra/commit/cd29ad23a255534e8191f249593849ed29160886), [`bdf4d8c`](https://github.com/mastra-ai/mastra/commit/bdf4d8cdc656d8a2c21d81834bfa3bfa70f56c16), [`854e3da`](https://github.com/mastra-ai/mastra/commit/854e3dad5daac17a91a20986399d3a51f54bf68b), [`ce18d38`](https://github.com/mastra-ai/mastra/commit/ce18d38678c65870350d123955014a8432075fd9), [`3cf540b`](https://github.com/mastra-ai/mastra/commit/3cf540b9fbfea8f4fc8d3a2319a4e6c0b0cbfd52), [`352a5d6`](https://github.com/mastra-ai/mastra/commit/352a5d625cfe09849b21e8f52a24c9f0366759d5), [`1c6ce51`](https://github.com/mastra-ai/mastra/commit/1c6ce51f875915ab57fd36873623013699a2a65d), [`74c4f22`](https://github.com/mastra-ai/mastra/commit/74c4f22ed4c71e72598eacc346ba95cdbc00294f), [`3a76a80`](https://github.com/mastra-ai/mastra/commit/3a76a80284cb71a0faa975abb3d4b2a9631e60cd), [`898a972`](https://github.com/mastra-ai/mastra/commit/898a9727d286c2510d6b702dfd367e6aaf5c6b0f), [`0793497`](https://github.com/mastra-ai/mastra/commit/079349753620c40246ffd673e3f9d7d9820beff3), [`09e4bae`](https://github.com/mastra-ai/mastra/commit/09e4bae18dd5357d2ae078a4a95a2af32168ab08), [`026b848`](https://github.com/mastra-ai/mastra/commit/026b8483fbf5b6d977be8f7e6aac8d15c75558ac), [`2c212e7`](https://github.com/mastra-ai/mastra/commit/2c212e704c90e2db83d4109e62c03f0f6ebd2667), [`a97003a`](https://github.com/mastra-ai/mastra/commit/a97003aa1cf2f4022a41912324a1e77263b326b8), [`f9a2509`](https://github.com/mastra-ai/mastra/commit/f9a25093ea72d210a5e52cfcb3bcc8b5e02dc25c), [`66741d1`](https://github.com/mastra-ai/mastra/commit/66741d1a99c4f42cf23a16109939e8348ac6852e), [`ccc141e`](https://github.com/mastra-ai/mastra/commit/ccc141ed27da0abc3a3fc28e9e5128152e8e37f4), [`27c0009`](https://github.com/mastra-ai/mastra/commit/27c0009777a6073d7631b0eb7b481d94e165b5ca), [`01f8878`](https://github.com/mastra-ai/mastra/commit/01f88783de25e4de048c1c8aace43e26373c6ea5), [`dee388d`](https://github.com/mastra-ai/mastra/commit/dee388dde02f2e63c53385ae69252a47ab6825cc), [`610a70b`](https://github.com/mastra-ai/mastra/commit/610a70bdad282079f0c630e0d7bb284578f20151), [`5df9cce`](https://github.com/mastra-ai/mastra/commit/5df9cce1a753438413f64c11eeef8f845745c2a8), [`b7e17d3`](https://github.com/mastra-ai/mastra/commit/b7e17d3f5390bb5a71efc112204413656fcdc18d), [`4c77209`](https://github.com/mastra-ai/mastra/commit/4c77209e6c11678808b365d545845918c40045c8), [`a854ede`](https://github.com/mastra-ai/mastra/commit/a854ede62bf5ac0945a624ac48913dd69c73aabf), [`fe3b897`](https://github.com/mastra-ai/mastra/commit/fe3b897c2ccbcd2b10e81b099438c7337feddf89), [`c576fc0`](https://github.com/mastra-ai/mastra/commit/c576fc0b100b2085afded91a37c97a0ea0ec09c7), [`3defc80`](https://github.com/mastra-ai/mastra/commit/3defc80cf2b88a1b7fc1cc4ddcb91e982a614609), [`00123ba`](https://github.com/mastra-ai/mastra/commit/00123ba96dc9e5cd0b110420ebdba56d8f237b25), [`16153fe`](https://github.com/mastra-ai/mastra/commit/16153fe7eb13c99401f48e6ca32707c965ee28b9), [`9f4a683`](https://github.com/mastra-ai/mastra/commit/9f4a6833e88b52574665c028fd5508ad5c2f6004), [`bc94344`](https://github.com/mastra-ai/mastra/commit/bc943444a1342d8a662151b7bce1df7dae32f59c), [`4ca4306`](https://github.com/mastra-ai/mastra/commit/4ca430614daa5fa04730205a302a43bf4accfe9f), [`cccf9c8`](https://github.com/mastra-ai/mastra/commit/cccf9c8b2d2dfc1a5e63919395b83d78c89682a0), [`74e504a`](https://github.com/mastra-ai/mastra/commit/74e504a3b584eafd2f198001c6a113bbec589fd3), [`29c4309`](https://github.com/mastra-ai/mastra/commit/29c4309f818b24304c041bcb4a8f19b5f13f6b62), [`16785ce`](https://github.com/mastra-ai/mastra/commit/16785ced928f6f22638f4488cf8a125d99211799), [`57d157f`](https://github.com/mastra-ai/mastra/commit/57d157f0b163a95c3e6c9eae31bdb11d1bfc64f9), [`61a5705`](https://github.com/mastra-ai/mastra/commit/61a570551278b6743e64243b3ce7d73de915ca8a), [`903f67d`](https://github.com/mastra-ai/mastra/commit/903f67d184504a273893818c02b961f5423a79ad), [`3f3fc30`](https://github.com/mastra-ai/mastra/commit/3f3fc3096f24c4a26cffeecfe73085928f72aa63), [`d827d08`](https://github.com/mastra-ai/mastra/commit/d827d0808ffe1f3553a84e975806cc989b9735dd), [`e33fdbd`](https://github.com/mastra-ai/mastra/commit/e33fdbd07b33920d81e823122331b0c0bee0bb59), [`4524734`](https://github.com/mastra-ai/mastra/commit/45247343e384717a7c8404296275c56201d6470f), [`7a010c5`](https://github.com/mastra-ai/mastra/commit/7a010c56b846a313a49ae42fccd3d8de2b9f292d), [`2a90c55`](https://github.com/mastra-ai/mastra/commit/2a90c55a86a9210697d5adaab5ee94584b079adc), [`2a53598`](https://github.com/mastra-ai/mastra/commit/2a53598c6d8cfeb904a7fc74e57e526d751c8fa6), [`51acef9`](https://github.com/mastra-ai/mastra/commit/51acef95b5977826594fe3ee24475842bd3d5780), [`81b6a8f`](https://github.com/mastra-ai/mastra/commit/81b6a8ff79f49a7549d15d66624ac1a0b8f5f971), [`8538a0d`](https://github.com/mastra-ai/mastra/commit/8538a0d232619bf55dad7ddc2a8b0ca77c679a87), [`af56599`](https://github.com/mastra-ai/mastra/commit/af56599d73244ae3bf0d7bcade656410f8ded37b), [`d90ea65`](https://github.com/mastra-ai/mastra/commit/d90ea6536f7aa51c6545a4e9215b55858e98e16d), [`db70a48`](https://github.com/mastra-ai/mastra/commit/db70a48aeeeeb8e5f92007e8ede52c364ce15287), [`261473a`](https://github.com/mastra-ai/mastra/commit/261473ac637e633064a22076671e2e02b002214d), [`70b300e`](https://github.com/mastra-ai/mastra/commit/70b300ebc631dfc0aa14e61547fef7994adb4ea6), [`eb09742`](https://github.com/mastra-ai/mastra/commit/eb09742197f66c4c38154c3beec78313e69760b2), [`de8239b`](https://github.com/mastra-ai/mastra/commit/de8239bdcb1d8c0cfa06da21f1569912a66bbc8a), [`e4d366a`](https://github.com/mastra-ai/mastra/commit/e4d366aeb500371dd4210d6aa8361a4c21d87034), [`23c10a1`](https://github.com/mastra-ai/mastra/commit/23c10a1efdd9a693c405511ab2dc8a1236603162), [`b5e6cd7`](https://github.com/mastra-ai/mastra/commit/b5e6cd77fc8c8e64e0494c1d06cee3d84e795d1e), [`d171e55`](https://github.com/mastra-ai/mastra/commit/d171e559ead9f52ec728d424844c8f7b164c4510), [`f0fdc14`](https://github.com/mastra-ai/mastra/commit/f0fdc14ee233d619266b3d2bbdeea7d25cfc6d13), [`a4f010b`](https://github.com/mastra-ai/mastra/commit/a4f010b22e4355a5fdee70a1fe0f6e4a692cc29e), [`c7cd3c7`](https://github.com/mastra-ai/mastra/commit/c7cd3c7a187d7aaf79e2ca139de328bf609a14b4), [`db18bc9`](https://github.com/mastra-ai/mastra/commit/db18bc9c3825e2c1a0ad9a183cc9935f6691bfa1), [`96d35f6`](https://github.com/mastra-ai/mastra/commit/96d35f61376bc2b1bf148648a2c1985bd51bef55), [`68ec97d`](https://github.com/mastra-ai/mastra/commit/68ec97d4c07c6393fcf95c2481fc5d73da99f8c8), [`8dc7f55`](https://github.com/mastra-ai/mastra/commit/8dc7f55900395771da851dc7d78d53ae84fe34ec), [`cfabdd4`](https://github.com/mastra-ai/mastra/commit/cfabdd4aae7a726b706942d6836eeca110fb6267), [`9b37b56`](https://github.com/mastra-ai/mastra/commit/9b37b565e1f2a76c24f728945cc740c2b09be9da), [`01b20fe`](https://github.com/mastra-ai/mastra/commit/01b20fefb7c67c2b7d79417598ef4e60256d1225), [`dd4f34c`](https://github.com/mastra-ai/mastra/commit/dd4f34c78cbae24063463475b0619575c415f9b8), [`8379099`](https://github.com/mastra-ai/mastra/commit/8379099fc467af6bef54dd7f80c9bd75bf8bbddf), [`0dbf199`](https://github.com/mastra-ai/mastra/commit/0dbf199110f22192ce5c95b1c8148d4872b4d119), [`5cbe88a`](https://github.com/mastra-ai/mastra/commit/5cbe88aefbd9f933bca669fd371ea36bf939ac6d), [`41a23c3`](https://github.com/mastra-ai/mastra/commit/41a23c32f9877d71810f37e24930515df2ff7a0f), [`a1bd7b8`](https://github.com/mastra-ai/mastra/commit/a1bd7b8571db16b94eb01588f451a74758c96d65), [`d78b38d`](https://github.com/mastra-ai/mastra/commit/d78b38d898fce285260d3bbb4befade54331617f), [`a0a5b4b`](https://github.com/mastra-ai/mastra/commit/a0a5b4bbebe6c701ebbadf744873aa0d5ca01371), [`ce0a73a`](https://github.com/mastra-ai/mastra/commit/ce0a73abeaa75b10ca38f9e40a255a645d50ebfb), [`5d171ad`](https://github.com/mastra-ai/mastra/commit/5d171ad9ef340387276b77c2bb3e83e83332d729), [`0633100`](https://github.com/mastra-ai/mastra/commit/0633100a911ad22f5256471bdf753da21c104742), [`3759cb0`](https://github.com/mastra-ai/mastra/commit/3759cb064935b5f74c65ac2f52a1145f7352899d), [`929f69c`](https://github.com/mastra-ai/mastra/commit/929f69c3436fa20dd0f0e2f7ebe8270bd82a1529), [`c710c16`](https://github.com/mastra-ai/mastra/commit/c710c1652dccfdc4111c8412bca7a6bb1d48b441), [`10c2735`](https://github.com/mastra-ai/mastra/commit/10c27355edfdad1ee2b826b897df74125eb81fb8), [`354ad0b`](https://github.com/mastra-ai/mastra/commit/354ad0b7b1b8183ac567f236a884fc7ede6d7138), [`cfae733`](https://github.com/mastra-ai/mastra/commit/cfae73394f4920635e6c919c8e95ff9a0788e2e5), [`8c0ec25`](https://github.com/mastra-ai/mastra/commit/8c0ec25646c8a7df253ed1e5ff4863a0d3f1316c), [`e3dfda7`](https://github.com/mastra-ai/mastra/commit/e3dfda7b11bf3b8c4bb55637028befb5f387fc74), [`69ea758`](https://github.com/mastra-ai/mastra/commit/69ea758358edd7117f191c2e69c8bb5fc79e7a1a), [`73b0bb3`](https://github.com/mastra-ai/mastra/commit/73b0bb394dba7c9482eb467a97ab283dbc0ef4db), [`651e772`](https://github.com/mastra-ai/mastra/commit/651e772eb1475fb13e126d3fcc01751297a88214), [`a02e542`](https://github.com/mastra-ai/mastra/commit/a02e542d23179bad250b044b17ff023caa61739f), [`f03ae60`](https://github.com/mastra-ai/mastra/commit/f03ae60500fe350c9d828621006cdafe1975fdd8), [`6b3ba91`](https://github.com/mastra-ai/mastra/commit/6b3ba91494cc10394df96782f349a4f7b1e152cc), [`3bf08bf`](https://github.com/mastra-ai/mastra/commit/3bf08bf9c7c73818ac937b5a69d90e205653115f), [`a372c64`](https://github.com/mastra-ai/mastra/commit/a372c640ad1fd12e8f0613cebdc682fc156b4d95), [`993ad98`](https://github.com/mastra-ai/mastra/commit/993ad98d7ad3bebda9ecef5fec5c94349a0d04bc), [`676ccc7`](https://github.com/mastra-ai/mastra/commit/676ccc7fe92468d2d45d39c31a87825c89fd1ea0), [`3ff2c17`](https://github.com/mastra-ai/mastra/commit/3ff2c17a58e312fad5ea37377262c12d92ca0908), [`a0e437f`](https://github.com/mastra-ai/mastra/commit/a0e437fac561b28ee719e0302d72b2f9b4c138f0), [`d1e74a0`](https://github.com/mastra-ai/mastra/commit/d1e74a0a293866dece31022047f5dbab65a304d0), [`844ea5d`](https://github.com/mastra-ai/mastra/commit/844ea5dc0c248961e7bf73629ae7dcff503e853c), [`5627a8c`](https://github.com/mastra-ai/mastra/commit/5627a8c6dc11fe3711b3fa7a6ffd6eb34100a306), [`398fde3`](https://github.com/mastra-ai/mastra/commit/398fde3f39e707cda79372cdae8f9870e3b57c8d), [`c10398d`](https://github.com/mastra-ai/mastra/commit/c10398d5b88f1d4af556f4267ff06f1d11e89179), [`3ff45d1`](https://github.com/mastra-ai/mastra/commit/3ff45d10e0c80c5335a957ab563da72feb623520), [`f0f8f12`](https://github.com/mastra-ai/mastra/commit/f0f8f125c308f2d0fd36942ef652fd852df7522f), [`b61b93f`](https://github.com/mastra-ai/mastra/commit/b61b93f9e058b11dd2eec169853175d31dbdd567), [`bae33d9`](https://github.com/mastra-ai/mastra/commit/bae33d91a63fbb64d1e80519e1fc1acaed1e9013), [`39e7869`](https://github.com/mastra-ai/mastra/commit/39e7869bc7d0ee391077ce291474d8a84eedccff), [`0d7618b`](https://github.com/mastra-ai/mastra/commit/0d7618bc650bf2800934b243eca5648f4aeed9c2), [`7b763e5`](https://github.com/mastra-ai/mastra/commit/7b763e52fc3eaf699c2a99f2adf418dd46e4e9a5), [`251df45`](https://github.com/mastra-ai/mastra/commit/251df4531407dfa46d805feb40ff3fb49769f455), [`d36cfbb`](https://github.com/mastra-ai/mastra/commit/d36cfbbb6565ba5f827883cc9bb648eb14befdc1), [`f894d14`](https://github.com/mastra-ai/mastra/commit/f894d148946629af7b1f452d65a9cf864cec3765), [`8846867`](https://github.com/mastra-ai/mastra/commit/8846867ffa9a3746767618e314bebac08eb77d87), [`1924cf0`](https://github.com/mastra-ai/mastra/commit/1924cf06816e5e4d4d5333065ec0f4bb02a97799), [`c0b731f`](https://github.com/mastra-ai/mastra/commit/c0b731fb27d712dc8582e846df5c0332a6a0c5ba), [`5761926`](https://github.com/mastra-ai/mastra/commit/57619260c4a2cdd598763abbacd90de594c6bc76), [`c2b9547`](https://github.com/mastra-ai/mastra/commit/c2b9547bf435f56339f23625a743b2147ab1c7a6), [`3697853`](https://github.com/mastra-ai/mastra/commit/3697853deeb72017d90e0f38a93c1e29221aeca0), [`c900fdd`](https://github.com/mastra-ai/mastra/commit/c900fdd504c41348efdffb205cfe80d48c38fa33), [`9312dcd`](https://github.com/mastra-ai/mastra/commit/9312dcd1c6f5b321929e7d382e763d95fdc030f5), [`b2e45ec`](https://github.com/mastra-ai/mastra/commit/b2e45eca727a8db01a81ba93f1a5219c7183c839), [`5d7000f`](https://github.com/mastra-ai/mastra/commit/5d7000f757cd65ea9dc5b05e662fd83dfd44e932), [`43ca8f2`](https://github.com/mastra-ai/mastra/commit/43ca8f2c7334851cc7b4d3d2f037d8784bfbdd5f), [`d6d49f7`](https://github.com/mastra-ai/mastra/commit/d6d49f7b8714fa19a52ff9c7cf7fb7e73751901e), [`00c2387`](https://github.com/mastra-ai/mastra/commit/00c2387f5f04a365316f851e58666ac43f8c4edf), [`a534e95`](https://github.com/mastra-ai/mastra/commit/a534e9591f83b3cc1ebff99c67edf4cda7bf81d3), [`9d0e7fe`](https://github.com/mastra-ai/mastra/commit/9d0e7feca8ed98de959f53476ee1456073673348), [`53d927c`](https://github.com/mastra-ai/mastra/commit/53d927cc6f03bff33655b7e2b788da445a08731d), [`ad6250d`](https://github.com/mastra-ai/mastra/commit/ad6250dbdaad927e29f74a27b83f6c468b50a705), [`580b592`](https://github.com/mastra-ai/mastra/commit/580b5927afc82fe460dfdf9a38a902511b6b7e7f), [`604a79f`](https://github.com/mastra-ai/mastra/commit/604a79fecf276e26a54a3fe01bb94e65315d2e0e), [`42a42cf`](https://github.com/mastra-ai/mastra/commit/42a42cf3132b9786feecbb8c13c583dce5b0e198), [`3f2faf2`](https://github.com/mastra-ai/mastra/commit/3f2faf2e2d685d6c053cc5af1bf9fedf267b2ce5), [`22f64bc`](https://github.com/mastra-ai/mastra/commit/22f64bc1d37149480b58bf2fefe35b79a1e3e7d5), [`ff4d9a6`](https://github.com/mastra-ai/mastra/commit/ff4d9a6704fc87b31a380a76ed22736fdedbba5a), [`50fd320`](https://github.com/mastra-ai/mastra/commit/50fd320003d0d93831c230ef531bef41f5ba7b3a), [`847c212`](https://github.com/mastra-ai/mastra/commit/847c212caba7df0d6f2fc756b494ac3c75c3720d), [`69821ef`](https://github.com/mastra-ai/mastra/commit/69821ef806482e2c44e2197ac0b050c3fe3a5285), [`3a73998`](https://github.com/mastra-ai/mastra/commit/3a73998fa4ebeb7f3dc9301afe78095fc63e7999), [`ffa553a`](https://github.com/mastra-ai/mastra/commit/ffa553a3edc1bd17d73669fba66d6b6f4ac10897), [`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc), [`58e3931`](https://github.com/mastra-ai/mastra/commit/58e3931af9baa5921688566210f00fb0c10479fa), [`ae08bf0`](https://github.com/mastra-ai/mastra/commit/ae08bf0ebc6a4e4da992b711c4a389c32ba84cf4), [`0bed332`](https://github.com/mastra-ai/mastra/commit/0bed332843f627202c6520eaf671771313cd20f3), [`887f0b4`](https://github.com/mastra-ai/mastra/commit/887f0b4746cdbd7cb7d6b17ac9f82aeb58037ea5), [`2562143`](https://github.com/mastra-ai/mastra/commit/256214336b4faa78646c9c1776612393790d8784), [`b7959e6`](https://github.com/mastra-ai/mastra/commit/b7959e6e25a46b480f9ea2217c4c6c588c423791), [`a7ce182`](https://github.com/mastra-ai/mastra/commit/a7ce1822a8785ce45d62dd5c911af465e144f7d7), [`bda6370`](https://github.com/mastra-ai/mastra/commit/bda637009360649aaf579919e7873e33553c273e), [`d7acd8e`](https://github.com/mastra-ai/mastra/commit/d7acd8e987b5d7eff4fd98b0906c17c06a2e83d5), [`c7f1f7d`](https://github.com/mastra-ai/mastra/commit/c7f1f7d24f61f247f018cc2d1f33bf63212959a7), [`0bddc6d`](https://github.com/mastra-ai/mastra/commit/0bddc6d8dbd6f6008c0cba2e4960a2da75a55af1), [`bec5efd`](https://github.com/mastra-ai/mastra/commit/bec5efde96653ccae6604e68c696d1bc6c1a0bf5), [`5947fcd`](https://github.com/mastra-ai/mastra/commit/5947fcdd425531f29f9422026d466c2ee3113c93), [`4aa55b3`](https://github.com/mastra-ai/mastra/commit/4aa55b383cf06043943359ea316572fd969861a7), [`21735a7`](https://github.com/mastra-ai/mastra/commit/21735a7ef306963554a69a89b44f06c3bcd85141), [`735d8c1`](https://github.com/mastra-ai/mastra/commit/735d8c1c0d19fbc09e6f8b66cf41bc7655993838), [`7907fd1`](https://github.com/mastra-ai/mastra/commit/7907fd1c5059813b7b870b81ca71041dc807331b), [`1ed5716`](https://github.com/mastra-ai/mastra/commit/1ed5716830867b3774c4a1b43cc0d82935f32b96), [`acf322e`](https://github.com/mastra-ai/mastra/commit/acf322e0f1fd0189684cf529d91c694bea918a45), [`2ca67cc`](https://github.com/mastra-ai/mastra/commit/2ca67cc3bb1f6a617353fdcab197d9efebe60d6f), [`9eedf7d`](https://github.com/mastra-ai/mastra/commit/9eedf7de1d6e0022a2f4e5e9e6fe1ec468f9b43c), [`b339816`](https://github.com/mastra-ai/mastra/commit/b339816df0984d0243d944ac2655d6ba5f809cde), [`e16d553`](https://github.com/mastra-ai/mastra/commit/e16d55338403c7553531cc568125c63d53653dff), [`6f941c4`](https://github.com/mastra-ai/mastra/commit/6f941c438ca5f578619788acc7608fc2e23bd176), [`4186bdd`](https://github.com/mastra-ai/mastra/commit/4186bdd00731305726fa06adba0b076a1d50b49f), [`08bb631`](https://github.com/mastra-ai/mastra/commit/08bb631ae2b14684b2678e3549d0b399a6f0561e), [`c942802`](https://github.com/mastra-ai/mastra/commit/c942802a477a925b01859a7b8688d4355715caaa), [`4f0331a`](https://github.com/mastra-ai/mastra/commit/4f0331a79bf6eb5ee598a5086e55de4b5a0ada03), [`a0c8c1b`](https://github.com/mastra-ai/mastra/commit/a0c8c1b87d4fee252aebda73e8637fbe01d761c9), [`1d877b8`](https://github.com/mastra-ai/mastra/commit/1d877b8d7b536a251c1a7a18db7ddcf4f68d6f8b), [`cc34739`](https://github.com/mastra-ai/mastra/commit/cc34739c34b6266a91bea561119240a7acf47887), [`c218bd3`](https://github.com/mastra-ai/mastra/commit/c218bd3759e32423735b04843a09404572631014), [`9e67002`](https://github.com/mastra-ai/mastra/commit/9e67002b52c9be19936c420a489dbee9c5fd6a78), [`7aaf973`](https://github.com/mastra-ai/mastra/commit/7aaf973f83fbbe9521f1f9e7a4fd99b8de464617), [`2c4438b`](https://github.com/mastra-ai/mastra/commit/2c4438b87817ab7eed818c7990fef010475af1a3), [`35edc49`](https://github.com/mastra-ai/mastra/commit/35edc49ac0556db609189641d6341e76771b81fc), [`4d59f58`](https://github.com/mastra-ai/mastra/commit/4d59f58de2d90d6e2810a19d4518e38ddddb9038), [`ef11a61`](https://github.com/mastra-ai/mastra/commit/ef11a61920fa0ed08a5b7ceedd192875af119749), [`2b8893c`](https://github.com/mastra-ai/mastra/commit/2b8893cb108ef9acb72ee7835cd625610d2c1a4a), [`8e5c75b`](https://github.com/mastra-ai/mastra/commit/8e5c75bdb1d08a42d45309a4c72def4b6890230f), [`e1bb9c9`](https://github.com/mastra-ai/mastra/commit/e1bb9c94b4eb68b019ae275981be3feb769b5365), [`351a11f`](https://github.com/mastra-ai/mastra/commit/351a11fcaf2ed1008977fa9b9a489fc422e51cd4), [`8a73529`](https://github.com/mastra-ai/mastra/commit/8a73529ca01187f604b1f3019d0a725ac63ae55f), [`e59e0d3`](https://github.com/mastra-ai/mastra/commit/e59e0d32afb5fcf2c9f3c00c8f81f6c21d3a63fa), [`4fba91b`](https://github.com/mastra-ai/mastra/commit/4fba91bec7c95911dc28e369437596b152b04cd0), [`465ac05`](https://github.com/mastra-ai/mastra/commit/465ac0526a91d175542091c675181f1a96c98c46), [`fa8409b`](https://github.com/mastra-ai/mastra/commit/fa8409bc39cfd8ba6643b9db5269b90b22e2a2f7), [`8a000da`](https://github.com/mastra-ai/mastra/commit/8a000da0c09c679a2312f6b3aa05b2ca78ca7393), [`e7266a2`](https://github.com/mastra-ai/mastra/commit/e7266a278db02035c97a5e9cd9d1669a6b7a535d), [`173c535`](https://github.com/mastra-ai/mastra/commit/173c535c0645b0da404fe09f003778f0b0d4e019), [`12b0cc4`](https://github.com/mastra-ai/mastra/commit/12b0cc4077d886b1a552637dedb70a7ade93528c), [`3bf6c5f`](https://github.com/mastra-ai/mastra/commit/3bf6c5f104c25226cd84e0c77f9dec15f2cac2db)]:
  - @mastra/core@1.0.0
  - @mastra/schema-compat@1.0.0

## 1.0.0-beta.15

### Minor Changes

- Added new `listThreads` method for flexible thread filtering across all storage adapters. ([#11832](https://github.com/mastra-ai/mastra/pull/11832))

  **New Features**
  - Filter threads by `resourceId`, `metadata`, or both (with AND logic for metadata key-value pairs)
  - All filter parameters are optional, allowing you to list all threads or filter as needed
  - Full pagination and sorting support

  **Example Usage**

  ```typescript
  // List all threads
  const allThreads = await memory.listThreads({});

  // Filter by resourceId only
  const userThreads = await memory.listThreads({
    filter: { resourceId: 'user-123' },
  });

  // Filter by metadata only
  const supportThreads = await memory.listThreads({
    filter: { metadata: { category: 'support' } },
  });

  // Filter by both with pagination
  const filteredThreads = await memory.listThreads({
    filter: {
      resourceId: 'user-123',
      metadata: { priority: 'high', status: 'open' },
    },
    orderBy: { field: 'updatedAt', direction: 'DESC' },
    page: 0,
    perPage: 20,
  });
  ```

  **Security Improvements**
  - Added validation to prevent SQL injection via malicious metadata keys
  - Added pagination parameter validation to prevent integer overflow attacks

### Patch Changes

- Updated dependencies [[`ed3e3dd`](https://github.com/mastra-ai/mastra/commit/ed3e3ddec69d564fe2b125e083437f76331f1283), [`6833c69`](https://github.com/mastra-ai/mastra/commit/6833c69607418d257750bbcdd84638993d343539), [`47b1c16`](https://github.com/mastra-ai/mastra/commit/47b1c16a01c7ffb6765fe1e499b49092f8b7eba3), [`3a76a80`](https://github.com/mastra-ai/mastra/commit/3a76a80284cb71a0faa975abb3d4b2a9631e60cd), [`8538a0d`](https://github.com/mastra-ai/mastra/commit/8538a0d232619bf55dad7ddc2a8b0ca77c679a87), [`9312dcd`](https://github.com/mastra-ai/mastra/commit/9312dcd1c6f5b321929e7d382e763d95fdc030f5)]:
  - @mastra/core@1.0.0-beta.25
  - @mastra/schema-compat@1.0.0-beta.8

## 1.0.0-beta.14

### Patch Changes

- Updated dependencies [[`1dbd8c7`](https://github.com/mastra-ai/mastra/commit/1dbd8c729fb6536ec52f00064d76b80253d346e9), [`c59e13c`](https://github.com/mastra-ai/mastra/commit/c59e13c7688284bd96b2baee3e314335003548de), [`f93e2f5`](https://github.com/mastra-ai/mastra/commit/f93e2f575e775e627e5c1927cefdd72db07858ed), [`f9a2509`](https://github.com/mastra-ai/mastra/commit/f9a25093ea72d210a5e52cfcb3bcc8b5e02dc25c), [`7a010c5`](https://github.com/mastra-ai/mastra/commit/7a010c56b846a313a49ae42fccd3d8de2b9f292d)]:
  - @mastra/core@1.0.0-beta.24
  - @mastra/schema-compat@1.0.0-beta.7

## 1.0.0-beta.13

### Major Changes

- Refactor workflow and tool types to remove Zod-specific constraints ([#11814](https://github.com/mastra-ai/mastra/pull/11814))

  Removed Zod-specific type constraints across all workflow implementations and tool types, replacing them with generic types. This ensures type consistency across default, evented, and inngest workflows while preparing for Zod v4 migration.

  **Workflow Changes:**
  - Removed `z.ZodObject<any>` and `z.ZodType<any>` constraints from all workflow generic types
  - Updated method signatures to use `TInput` and `TState` directly instead of `z.infer<TInput>` and `z.infer<TState>`
  - Aligned conditional types across all workflow implementations using `TInput extends unknown` pattern
  - Fixed `TSteps` generic to properly use `TEngineType` instead of `any`

  **Tool Changes:**
  - Removed Zod schema constraints from `ToolExecutionContext` and related interfaces
  - Simplified type parameters from `TSuspendSchema extends ZodLikeSchema` to `TSuspend` and `TResume`
  - Updated tool execution context types to use generic types

  **Type Utilities:**
  - Refactored type helpers to work with generic schemas instead of Zod-specific types
  - Updated type extraction utilities for better compatibility

  This change maintains backward compatibility while improving type consistency and preparing for Zod v4 support across all affected packages.

### Patch Changes

- Fix updateMessages() to sync vector database for semantic recall. Previously, updating a message's content would not update the corresponding vector embeddings, causing semantic recall to return stale results based on old content. ([#11842](https://github.com/mastra-ai/mastra/pull/11842))

- Updated dependencies [[`ebae12a`](https://github.com/mastra-ai/mastra/commit/ebae12a2dd0212e75478981053b148a2c246962d), [`c61a0a5`](https://github.com/mastra-ai/mastra/commit/c61a0a5de4904c88fd8b3718bc26d1be1c2ec6e7), [`69136e7`](https://github.com/mastra-ai/mastra/commit/69136e748e32f57297728a4e0f9a75988462f1a7), [`449aed2`](https://github.com/mastra-ai/mastra/commit/449aed2ba9d507b75bf93d427646ea94f734dfd1), [`eb648a2`](https://github.com/mastra-ai/mastra/commit/eb648a2cc1728f7678768dd70cd77619b448dab9), [`0131105`](https://github.com/mastra-ai/mastra/commit/0131105532e83bdcbb73352fc7d0879eebf140dc), [`9d5059e`](https://github.com/mastra-ai/mastra/commit/9d5059eae810829935fb08e81a9bb7ecd5b144a7), [`ef756c6`](https://github.com/mastra-ai/mastra/commit/ef756c65f82d16531c43f49a27290a416611e526), [`b00ccd3`](https://github.com/mastra-ai/mastra/commit/b00ccd325ebd5d9e37e34dd0a105caae67eb568f), [`3bdfa75`](https://github.com/mastra-ai/mastra/commit/3bdfa7507a91db66f176ba8221aa28dd546e464a), [`e770de9`](https://github.com/mastra-ai/mastra/commit/e770de941a287a49b1964d44db5a5763d19890a6), [`52e2716`](https://github.com/mastra-ai/mastra/commit/52e2716b42df6eff443de72360ae83e86ec23993), [`27b4040`](https://github.com/mastra-ai/mastra/commit/27b4040bfa1a95d92546f420a02a626b1419a1d6), [`610a70b`](https://github.com/mastra-ai/mastra/commit/610a70bdad282079f0c630e0d7bb284578f20151), [`8dc7f55`](https://github.com/mastra-ai/mastra/commit/8dc7f55900395771da851dc7d78d53ae84fe34ec), [`8379099`](https://github.com/mastra-ai/mastra/commit/8379099fc467af6bef54dd7f80c9bd75bf8bbddf), [`8c0ec25`](https://github.com/mastra-ai/mastra/commit/8c0ec25646c8a7df253ed1e5ff4863a0d3f1316c), [`ff4d9a6`](https://github.com/mastra-ai/mastra/commit/ff4d9a6704fc87b31a380a76ed22736fdedbba5a), [`69821ef`](https://github.com/mastra-ai/mastra/commit/69821ef806482e2c44e2197ac0b050c3fe3a5285), [`1ed5716`](https://github.com/mastra-ai/mastra/commit/1ed5716830867b3774c4a1b43cc0d82935f32b96), [`4186bdd`](https://github.com/mastra-ai/mastra/commit/4186bdd00731305726fa06adba0b076a1d50b49f), [`7aaf973`](https://github.com/mastra-ai/mastra/commit/7aaf973f83fbbe9521f1f9e7a4fd99b8de464617)]:
  - @mastra/core@1.0.0-beta.22

## 1.0.0-beta.12

### Patch Changes

- Updated dependencies [[`08766f1`](https://github.com/mastra-ai/mastra/commit/08766f15e13ac0692fde2a8bd366c2e16e4321df), [`ae8baf7`](https://github.com/mastra-ai/mastra/commit/ae8baf7d8adcb0ff9dac11880400452bc49b33ff), [`cfabdd4`](https://github.com/mastra-ai/mastra/commit/cfabdd4aae7a726b706942d6836eeca110fb6267), [`3bf08bf`](https://github.com/mastra-ai/mastra/commit/3bf08bf9c7c73818ac937b5a69d90e205653115f), [`a0e437f`](https://github.com/mastra-ai/mastra/commit/a0e437fac561b28ee719e0302d72b2f9b4c138f0), [`bec5efd`](https://github.com/mastra-ai/mastra/commit/bec5efde96653ccae6604e68c696d1bc6c1a0bf5), [`9eedf7d`](https://github.com/mastra-ai/mastra/commit/9eedf7de1d6e0022a2f4e5e9e6fe1ec468f9b43c)]:
  - @mastra/core@1.0.0-beta.21
  - @mastra/schema-compat@1.0.0-beta.6

## 1.0.0-beta.11

### Patch Changes

- dependencies updates: ([#10133](https://github.com/mastra-ai/mastra/pull/10133))
  - Updated dependency [`js-tiktoken@^1.0.21` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.21) (from `^1.0.20`, in `dependencies`)

- Add embedded documentation support for Mastra packages ([#11472](https://github.com/mastra-ai/mastra/pull/11472))

  Mastra packages now include embedded documentation in the published npm package under `dist/docs/`. This enables coding agents and AI assistants to understand and use the framework by reading documentation directly from `node_modules`.

  Each package includes:
  - **SKILL.md** - Entry point explaining the package's purpose and capabilities
  - **SOURCE_MAP.json** - Machine-readable index mapping exports to types and implementation files
  - **Topic folders** - Conceptual documentation organized by feature area

  Documentation is driven by the `packages` frontmatter field in MDX files, which maps docs to their corresponding packages. CI validation ensures all docs include this field.

- Fixed client-side tool invocations not being stored in memory. Previously, tool invocations with state 'call' were filtered out before persistence, which incorrectly removed client-side tools. Now only streaming intermediate states ('partial-call') are filtered. ([#11630](https://github.com/mastra-ai/mastra/pull/11630))

  Fixed a crash when updating working memory with an empty or null update; existing data is now preserved.

- Adds thread cloning to create independent copies of conversations that can diverge. ([#11517](https://github.com/mastra-ai/mastra/pull/11517))

  ```typescript
  // Clone a thread
  const { thread, clonedMessages } = await memory.cloneThread({
    sourceThreadId: 'thread-123',
    title: 'My Clone',
    options: {
      messageLimit: 10, // optional: only copy last N messages
    },
  });

  // Check if a thread is a clone
  if (memory.isClone(thread)) {
    const source = await memory.getSourceThread(thread.id);
  }

  // List all clones of a thread
  const clones = await memory.listClones('thread-123');
  ```

  Includes:
  - Storage implementations for InMemory, PostgreSQL, LibSQL, Upstash
  - API endpoint: `POST /api/memory/threads/:threadId/clone`
  - Embeddings created for cloned messages (semantic recall)
  - Clone button in playground UI Memory tab

- Unified `getWorkflowRunById` and `getWorkflowRunExecutionResult` into a single API that returns `WorkflowState` with both metadata and execution state. ([#11429](https://github.com/mastra-ai/mastra/pull/11429))

  **What changed:**
  - `getWorkflowRunById` now returns a unified `WorkflowState` object containing metadata (runId, workflowName, resourceId, createdAt, updatedAt) along with processed execution state (status, result, error, payload, steps)
  - Added optional `fields` parameter to request only specific fields for better performance
  - Added optional `withNestedWorkflows` parameter to control nested workflow step inclusion
  - Removed `getWorkflowRunExecutionResult` - use `getWorkflowRunById` instead (breaking change)
  - Removed `/execution-result` API endpoints from server (breaking change)
  - Removed `runExecutionResult()` method from client SDK (breaking change)
  - Removed `GetWorkflowRunExecutionResultResponse` type from client SDK (breaking change)

  **Before:**

  ```typescript
  // Had to call two different methods for different data
  const run = await workflow.getWorkflowRunById(runId); // Returns raw WorkflowRun with snapshot
  const result = await workflow.getWorkflowRunExecutionResult(runId); // Returns processed execution state
  ```

  **After:**

  ```typescript
  // Single method returns everything
  const run = await workflow.getWorkflowRunById(runId);
  // Returns: { runId, workflowName, resourceId, createdAt, updatedAt, status, result, error, payload, steps }

  // Request only specific fields for better performance (avoids expensive step fetching)
  const status = await workflow.getWorkflowRunById(runId, { fields: ['status'] });

  // Skip nested workflow steps for faster response
  const run = await workflow.getWorkflowRunById(runId, { withNestedWorkflows: false });
  ```

  **Why:** The previous API required calling two separate methods to get complete workflow run information. This unification simplifies the API surface and gives users control over performance - fetching all steps (especially nested workflows) can be expensive, so the `fields` and `withNestedWorkflows` options let users request only what they need.

- Updated dependencies [[`d2d3e22`](https://github.com/mastra-ai/mastra/commit/d2d3e22a419ee243f8812a84e3453dd44365ecb0), [`bc72b52`](https://github.com/mastra-ai/mastra/commit/bc72b529ee4478fe89ecd85a8be47ce0127b82a0), [`05b8bee`](https://github.com/mastra-ai/mastra/commit/05b8bee9e50e6c2a4a2bf210eca25ee212ca24fa), [`c042bd0`](https://github.com/mastra-ai/mastra/commit/c042bd0b743e0e86199d0cb83344ca7690e34a9c), [`940a2b2`](https://github.com/mastra-ai/mastra/commit/940a2b27480626ed7e74f55806dcd2181c1dd0c2), [`e0941c3`](https://github.com/mastra-ai/mastra/commit/e0941c3d7fc75695d5d258e7008fd5d6e650800c), [`0c0580a`](https://github.com/mastra-ai/mastra/commit/0c0580a42f697cd2a7d5973f25bfe7da9055038a), [`28f5f89`](https://github.com/mastra-ai/mastra/commit/28f5f89705f2409921e3c45178796c0e0d0bbb64), [`e601b27`](https://github.com/mastra-ai/mastra/commit/e601b272c70f3a5ecca610373aa6223012704892), [`3d3366f`](https://github.com/mastra-ai/mastra/commit/3d3366f31683e7137d126a3a57174a222c5801fb), [`5a4953f`](https://github.com/mastra-ai/mastra/commit/5a4953f7d25bb15ca31ed16038092a39cb3f98b3), [`eb9e522`](https://github.com/mastra-ai/mastra/commit/eb9e522ce3070a405e5b949b7bf5609ca51d7fe2), [`20e6f19`](https://github.com/mastra-ai/mastra/commit/20e6f1971d51d3ff6dd7accad8aaaae826d540ed), [`4f0b3c6`](https://github.com/mastra-ai/mastra/commit/4f0b3c66f196c06448487f680ccbb614d281e2f7), [`74c4f22`](https://github.com/mastra-ai/mastra/commit/74c4f22ed4c71e72598eacc346ba95cdbc00294f), [`81b6a8f`](https://github.com/mastra-ai/mastra/commit/81b6a8ff79f49a7549d15d66624ac1a0b8f5f971), [`e4d366a`](https://github.com/mastra-ai/mastra/commit/e4d366aeb500371dd4210d6aa8361a4c21d87034), [`a4f010b`](https://github.com/mastra-ai/mastra/commit/a4f010b22e4355a5fdee70a1fe0f6e4a692cc29e), [`73b0bb3`](https://github.com/mastra-ai/mastra/commit/73b0bb394dba7c9482eb467a97ab283dbc0ef4db), [`5627a8c`](https://github.com/mastra-ai/mastra/commit/5627a8c6dc11fe3711b3fa7a6ffd6eb34100a306), [`3ff45d1`](https://github.com/mastra-ai/mastra/commit/3ff45d10e0c80c5335a957ab563da72feb623520), [`251df45`](https://github.com/mastra-ai/mastra/commit/251df4531407dfa46d805feb40ff3fb49769f455), [`f894d14`](https://github.com/mastra-ai/mastra/commit/f894d148946629af7b1f452d65a9cf864cec3765), [`c2b9547`](https://github.com/mastra-ai/mastra/commit/c2b9547bf435f56339f23625a743b2147ab1c7a6), [`580b592`](https://github.com/mastra-ai/mastra/commit/580b5927afc82fe460dfdf9a38a902511b6b7e7f), [`58e3931`](https://github.com/mastra-ai/mastra/commit/58e3931af9baa5921688566210f00fb0c10479fa), [`08bb631`](https://github.com/mastra-ai/mastra/commit/08bb631ae2b14684b2678e3549d0b399a6f0561e), [`4fba91b`](https://github.com/mastra-ai/mastra/commit/4fba91bec7c95911dc28e369437596b152b04cd0), [`12b0cc4`](https://github.com/mastra-ai/mastra/commit/12b0cc4077d886b1a552637dedb70a7ade93528c)]:
  - @mastra/core@1.0.0-beta.20

## 1.0.0-beta.10

### Patch Changes

- Updated dependencies [[`e54953e`](https://github.com/mastra-ai/mastra/commit/e54953ed8ce1b28c0d62a19950163039af7834b4), [`7d56d92`](https://github.com/mastra-ai/mastra/commit/7d56d9213886e8353956d7d40df10045fd12b299), [`fdac646`](https://github.com/mastra-ai/mastra/commit/fdac646033a0930a1a4e00d13aa64c40bb7f1e02), [`d07b568`](https://github.com/mastra-ai/mastra/commit/d07b5687819ea8cb1dffa776d0c1765faf4aa1ae), [`70b300e`](https://github.com/mastra-ai/mastra/commit/70b300ebc631dfc0aa14e61547fef7994adb4ea6), [`68ec97d`](https://github.com/mastra-ai/mastra/commit/68ec97d4c07c6393fcf95c2481fc5d73da99f8c8), [`4aa55b3`](https://github.com/mastra-ai/mastra/commit/4aa55b383cf06043943359ea316572fd969861a7)]:
  - @mastra/core@1.0.0-beta.19
  - @mastra/schema-compat@1.0.0-beta.5

## 1.0.0-beta.9

### Patch Changes

- Updated dependencies [[`b5dc973`](https://github.com/mastra-ai/mastra/commit/b5dc9733a5158850298dfb103acb3babdba8a318), [`af56599`](https://github.com/mastra-ai/mastra/commit/af56599d73244ae3bf0d7bcade656410f8ded37b)]:
  - @mastra/core@1.0.0-beta.17
  - @mastra/schema-compat@1.0.0-beta.4

## 1.0.0-beta.8

### Patch Changes

- Add storage composition to MastraStorage ([#11401](https://github.com/mastra-ai/mastra/pull/11401))

  `MastraStorage` can now compose storage domains from different adapters. Use it when you need different databases for different purposes - for example, PostgreSQL for memory and workflows, but a different database for observability.

  ```typescript
  import { MastraStorage } from '@mastra/core/storage';
  import { MemoryPG, WorkflowsPG, ScoresPG } from '@mastra/pg';
  import { MemoryLibSQL } from '@mastra/libsql';

  // Compose domains from different stores
  const storage = new MastraStorage({
    id: 'composite',
    domains: {
      memory: new MemoryLibSQL({ url: 'file:./local.db' }),
      workflows: new WorkflowsPG({ connectionString: process.env.DATABASE_URL }),
      scores: new ScoresPG({ connectionString: process.env.DATABASE_URL }),
    },
  });
  ```

  **Breaking changes:**
  - `storage.supports` property no longer exists
  - `StorageSupports` type is no longer exported from `@mastra/core/storage`

  All stores now support the same features. For domain availability, use `getStore()`:

  ```typescript
  const store = await storage.getStore('memory');
  if (store) {
    // domain is available
  }
  ```

- Updated dependencies [[`3d93a15`](https://github.com/mastra-ai/mastra/commit/3d93a15796b158c617461c8b98bede476ebb43e2), [`efe406a`](https://github.com/mastra-ai/mastra/commit/efe406a1353c24993280ebc2ed61dd9f65b84b26), [`119e5c6`](https://github.com/mastra-ai/mastra/commit/119e5c65008f3e5cfca954eefc2eb85e3bf40da4), [`74e504a`](https://github.com/mastra-ai/mastra/commit/74e504a3b584eafd2f198001c6a113bbec589fd3), [`e33fdbd`](https://github.com/mastra-ai/mastra/commit/e33fdbd07b33920d81e823122331b0c0bee0bb59), [`929f69c`](https://github.com/mastra-ai/mastra/commit/929f69c3436fa20dd0f0e2f7ebe8270bd82a1529), [`8a73529`](https://github.com/mastra-ai/mastra/commit/8a73529ca01187f604b1f3019d0a725ac63ae55f)]:
  - @mastra/core@1.0.0-beta.16

## 1.0.0-beta.7

### Patch Changes

- Consolidate memory integration tests and fix working memory filtering in MessageHistory processor ([#11367](https://github.com/mastra-ai/mastra/pull/11367))

  Moved `extractWorkingMemoryTags`, `removeWorkingMemoryTags`, and `extractWorkingMemoryContent` utilities from `@mastra/memory` to `@mastra/core/memory` so they can be used by the `MessageHistory` processor.

  Updated `MessageHistory.filterMessagesForPersistence()` to properly filter out `updateWorkingMemory` tool invocations and strip working memory tags from text content, fixing an issue where working memory tool call arguments were polluting saved message history for v5+ models.

  Also consolidated integration tests for agent-memory, working-memory, and pg-storage into shared test functions that can run against multiple model versions (v4, v5, v6).

- Added support for AI SDK v6 embedding models (specification version v3) in memory and vector modules. Fixed TypeScript error where `ModelRouterEmbeddingModel` was trying to implement a union type instead of `EmbeddingModelV2` directly. ([#11362](https://github.com/mastra-ai/mastra/pull/11362))

- Fix giant debug log messages (30-40kb) when using agents with memory and debug logging enabled. ([#11280](https://github.com/mastra-ai/mastra/pull/11280))

  **Problem**: The memory recall debug log was including the entire threadConfig object, which could contain large zod schemas (30-40kb when serialized).

  **Solution**: Replace the full threadConfig log with selective configuration properties:
  - `threadId`: Basic identifier for the operation
  - `perPage`: Pagination setting
  - `page`: Current page
  - `orderBy`: Sort configuration
  - `hasWorkingMemorySchema`: Boolean indicator if schema exists (without the schema itself)
  - `workingMemoryEnabled`: Working memory enabled status
  - `semanticRecallEnabled`: Semantic recall enabled status

  This maintains useful debugging information while eliminating the giant log messages containing serialized schemas.

- Introduce StorageDomain base class for composite storage support ([#11249](https://github.com/mastra-ai/mastra/pull/11249))

  Storage adapters now use a domain-based architecture where each domain (memory, workflows, scores, observability, agents) extends a `StorageDomain` base class with `init()` and `dangerouslyClearAll()` methods.

  **Key changes:**
  - Add `StorageDomain` abstract base class that all domain storage classes extend
  - Add `InMemoryDB` class for shared state across in-memory domain implementations
  - All storage domains now implement `dangerouslyClearAll()` for test cleanup
  - Remove `operations` from public `StorageDomains` type (now internal to each adapter)
  - Add flexible client/config patterns - domains accept either an existing database client or config to create one internally

  **Why this matters:**

  This enables composite storage where you can use different database adapters per domain:

  ```typescript
  import { Mastra } from '@mastra/core';
  import { PostgresStore } from '@mastra/pg';
  import { ClickhouseStore } from '@mastra/clickhouse';

  // Use Postgres for most domains but Clickhouse for observability
  const mastra = new Mastra({
    storage: new PostgresStore({
      connectionString: 'postgres://...',
    }),
    // Future: override specific domains
    // observability: new ClickhouseStore({ ... }).getStore('observability'),
  });
  ```

  **Standalone domain usage:**

  Domains can now be used independently with flexible configuration:

  ```typescript
  import { MemoryLibSQL } from '@mastra/libsql/memory';

  // Option 1: Pass config to create client internally
  const memory = new MemoryLibSQL({
    url: 'file:./local.db',
  });

  // Option 2: Pass existing client for shared connections
  import { createClient } from '@libsql/client';
  const client = createClient({ url: 'file:./local.db' });
  const memory = new MemoryLibSQL({ client });
  ```

  **Breaking changes:**
  - `StorageDomains` type no longer includes `operations` - access via `getStore()` instead
  - Domain base classes now require implementing `dangerouslyClearAll()` method

- Refactor storage architecture to use domain-specific stores via `getStore()` pattern ([#11361](https://github.com/mastra-ai/mastra/pull/11361))

  ### Summary

  This release introduces a new storage architecture that replaces passthrough methods on `MastraStorage` with domain-specific storage interfaces accessed via `getStore()`. This change reduces code duplication across storage adapters and provides a cleaner, more modular API.

  ### Migration Guide

  All direct method calls on storage instances should be updated to use `getStore()`:

  ```typescript
  // Before
  const thread = await storage.getThreadById({ threadId });
  await storage.persistWorkflowSnapshot({ workflowName, runId, snapshot });
  await storage.createSpan(span);

  // After
  const memory = await storage.getStore('memory');
  const thread = await memory?.getThreadById({ threadId });

  const workflows = await storage.getStore('workflows');
  await workflows?.persistWorkflowSnapshot({ workflowName, runId, snapshot });

  const observability = await storage.getStore('observability');
  await observability?.createSpan(span);
  ```

  ### Available Domains
  - **`memory`**: Thread and message operations (`getThreadById`, `saveThread`, `saveMessages`, etc.)
  - **`workflows`**: Workflow state persistence (`persistWorkflowSnapshot`, `loadWorkflowSnapshot`, `getWorkflowRunById`, etc.)
  - **`scores`**: Evaluation scores (`saveScore`, `listScoresByScorerId`, etc.)
  - **`observability`**: Tracing and spans (`createSpan`, `updateSpan`, `getTrace`, etc.)
  - **`agents`**: Stored agent configurations (`createAgent`, `getAgentById`, `listAgents`, etc.)

  ### Breaking Changes
  - Passthrough methods have been removed from `MastraStorage` base class
  - All storage adapters now require accessing domains via `getStore()`
  - The `stores` property on storage instances is now the canonical way to access domain storage

  ### Internal Changes
  - Each storage adapter now initializes domain-specific stores in its constructor
  - Domain stores share database connections and handle their own table initialization

- Updated dependencies [[`33a4d2e`](https://github.com/mastra-ai/mastra/commit/33a4d2e4ed8af51f69256232f00c34d6b6b51d48), [`4aaa844`](https://github.com/mastra-ai/mastra/commit/4aaa844a4f19d054490f43638a990cc57bda8d2f), [`4a1a6cb`](https://github.com/mastra-ai/mastra/commit/4a1a6cb3facad54b2bb6780b00ce91d6de1edc08), [`31d13d5`](https://github.com/mastra-ai/mastra/commit/31d13d5fdc2e2380e2e3ee3ec9fb29d2a00f265d), [`4c62166`](https://github.com/mastra-ai/mastra/commit/4c621669f4a29b1f443eca3ba70b814afa286266), [`7bcbf10`](https://github.com/mastra-ai/mastra/commit/7bcbf10133516e03df964b941f9a34e9e4ab4177), [`4353600`](https://github.com/mastra-ai/mastra/commit/43536005a65988a8eede236f69122e7f5a284ba2), [`6986fb0`](https://github.com/mastra-ai/mastra/commit/6986fb064f5db6ecc24aa655e1d26529087b43b3), [`053e979`](https://github.com/mastra-ai/mastra/commit/053e9793b28e970086b0507f7f3b76ea32c1e838), [`e26dc9c`](https://github.com/mastra-ai/mastra/commit/e26dc9c3ccfec54ae3dc3e2b2589f741f9ae60a6), [`55edf73`](https://github.com/mastra-ai/mastra/commit/55edf7302149d6c964fbb7908b43babfc2b52145), [`27c0009`](https://github.com/mastra-ai/mastra/commit/27c0009777a6073d7631b0eb7b481d94e165b5ca), [`dee388d`](https://github.com/mastra-ai/mastra/commit/dee388dde02f2e63c53385ae69252a47ab6825cc), [`3f3fc30`](https://github.com/mastra-ai/mastra/commit/3f3fc3096f24c4a26cffeecfe73085928f72aa63), [`d90ea65`](https://github.com/mastra-ai/mastra/commit/d90ea6536f7aa51c6545a4e9215b55858e98e16d), [`d171e55`](https://github.com/mastra-ai/mastra/commit/d171e559ead9f52ec728d424844c8f7b164c4510), [`10c2735`](https://github.com/mastra-ai/mastra/commit/10c27355edfdad1ee2b826b897df74125eb81fb8), [`1924cf0`](https://github.com/mastra-ai/mastra/commit/1924cf06816e5e4d4d5333065ec0f4bb02a97799), [`b339816`](https://github.com/mastra-ai/mastra/commit/b339816df0984d0243d944ac2655d6ba5f809cde)]:
  - @mastra/core@1.0.0-beta.15

## 1.0.0-beta.6

### Patch Changes

- Fixed ReDoS vulnerability in working memory tag parsing. ([#11248](https://github.com/mastra-ai/mastra/pull/11248))

  Replaced regex-based parsing with indexOf-based string parsing to prevent denial of service attacks from malicious input. The vulnerable regex `/<working_memory>([^]*?)<\/working_memory>/g` had O(n²) complexity on pathological inputs - the new implementation maintains O(n) linear time.

- Updated dependencies [[`4f94ed8`](https://github.com/mastra-ai/mastra/commit/4f94ed8177abfde3ec536e3574883e075423350c), [`ac3cc23`](https://github.com/mastra-ai/mastra/commit/ac3cc2397d1966bc0fc2736a223abc449d3c7719), [`a86f4df`](https://github.com/mastra-ai/mastra/commit/a86f4df0407311e0d2ea49b9a541f0938810d6a9), [`029540c`](https://github.com/mastra-ai/mastra/commit/029540ca1e582fc2dd8d288ecd4a9b0f31a954ef), [`66741d1`](https://github.com/mastra-ai/mastra/commit/66741d1a99c4f42cf23a16109939e8348ac6852e), [`01b20fe`](https://github.com/mastra-ai/mastra/commit/01b20fefb7c67c2b7d79417598ef4e60256d1225), [`0dbf199`](https://github.com/mastra-ai/mastra/commit/0dbf199110f22192ce5c95b1c8148d4872b4d119), [`a7ce182`](https://github.com/mastra-ai/mastra/commit/a7ce1822a8785ce45d62dd5c911af465e144f7d7)]:
  - @mastra/core@1.0.0-beta.14

## 1.0.0-beta.5

### Patch Changes

- Embed AI types to fix peerdeps mismatches ([`9650cce`](https://github.com/mastra-ai/mastra/commit/9650cce52a1d917ff9114653398e2a0f5c3ba808))

- Fix crash in updateMessageToHideWorkingMemoryV2 when message.content is not a V2 object. Added defensive type guards before spreading content to handle legacy or malformed message formats. ([#11180](https://github.com/mastra-ai/mastra/pull/11180))

- Updated dependencies [[`d5ed981`](https://github.com/mastra-ai/mastra/commit/d5ed981c8701c1b8a27a5f35a9a2f7d9244e695f), [`9650cce`](https://github.com/mastra-ai/mastra/commit/9650cce52a1d917ff9114653398e2a0f5c3ba808), [`932d63d`](https://github.com/mastra-ai/mastra/commit/932d63dd51be9c8bf1e00e3671fe65606c6fb9cd), [`b760b73`](https://github.com/mastra-ai/mastra/commit/b760b731aca7c8a3f041f61d57a7f125ae9cb215), [`695a621`](https://github.com/mastra-ai/mastra/commit/695a621528bdabeb87f83c2277cf2bb084c7f2b4), [`2b459f4`](https://github.com/mastra-ai/mastra/commit/2b459f466fd91688eeb2a44801dc23f7f8a887ab), [`486352b`](https://github.com/mastra-ai/mastra/commit/486352b66c746602b68a95839f830de14c7fb8c0), [`09e4bae`](https://github.com/mastra-ai/mastra/commit/09e4bae18dd5357d2ae078a4a95a2af32168ab08), [`24b76d8`](https://github.com/mastra-ai/mastra/commit/24b76d8e17656269c8ed09a0c038adb9cc2ae95a), [`243a823`](https://github.com/mastra-ai/mastra/commit/243a8239c5906f5c94e4f78b54676793f7510ae3), [`486352b`](https://github.com/mastra-ai/mastra/commit/486352b66c746602b68a95839f830de14c7fb8c0), [`c61fac3`](https://github.com/mastra-ai/mastra/commit/c61fac3add96f0dcce0208c07415279e2537eb62), [`6f14f70`](https://github.com/mastra-ai/mastra/commit/6f14f706ccaaf81b69544b6c1b75ab66a41e5317), [`09e4bae`](https://github.com/mastra-ai/mastra/commit/09e4bae18dd5357d2ae078a4a95a2af32168ab08), [`4524734`](https://github.com/mastra-ai/mastra/commit/45247343e384717a7c8404296275c56201d6470f), [`2a53598`](https://github.com/mastra-ai/mastra/commit/2a53598c6d8cfeb904a7fc74e57e526d751c8fa6), [`c7cd3c7`](https://github.com/mastra-ai/mastra/commit/c7cd3c7a187d7aaf79e2ca139de328bf609a14b4), [`847c212`](https://github.com/mastra-ai/mastra/commit/847c212caba7df0d6f2fc756b494ac3c75c3720d), [`6f941c4`](https://github.com/mastra-ai/mastra/commit/6f941c438ca5f578619788acc7608fc2e23bd176)]:
  - @mastra/core@1.0.0-beta.12
  - @mastra/schema-compat@1.0.0-beta.3

## 1.0.0-beta.4

### Patch Changes

- Fix connection pool exhaustion when saving many messages with semantic recall enabled. Instead of calling vector.upsert() for each message individually (which acquires a separate DB connection), all embeddings are now batched into a single upsert call. ([#10954](https://github.com/mastra-ai/mastra/pull/10954))

- Updated dependencies [[`0d41fe2`](https://github.com/mastra-ai/mastra/commit/0d41fe245355dfc66d61a0d9c85d9400aac351ff), [`6b3ba91`](https://github.com/mastra-ai/mastra/commit/6b3ba91494cc10394df96782f349a4f7b1e152cc), [`7907fd1`](https://github.com/mastra-ai/mastra/commit/7907fd1c5059813b7b870b81ca71041dc807331b)]:
  - @mastra/core@1.0.0-beta.8

## 1.0.0-beta.3

### Minor Changes

- Memory system now uses processors. Memory processors (`MessageHistory`, `SemanticRecall`, `WorkingMemory`) are now exported from `@mastra/memory/processors` and automatically added to the agent pipeline based on your memory config. Core processors (`ToolCallFilter`, `TokenLimiter`) remain in `@mastra/core/processors`. ([#9254](https://github.com/mastra-ai/mastra/pull/9254))

- Schema-based working memory now uses merge semantics instead of replace semantics. ([#10659](https://github.com/mastra-ai/mastra/pull/10659))

  **Before:** Each working memory update replaced the entire memory, causing data loss across conversation turns.

  **After:** For schema-based working memory:
  - Object fields are deep merged (existing fields preserved, only provided fields updated)
  - Set a field to `null` to delete it
  - Arrays are replaced entirely when provided

  Template-based (Markdown) working memory retains the existing replace semantics.

  This fixes issue #7775 where users building profile-like schemas would lose information from previous turns.

### Patch Changes

- feat(storage): support querying messages from multiple threads ([#10663](https://github.com/mastra-ai/mastra/pull/10663))
  - Fixed TypeScript errors where `threadId: string | string[]` was being passed to places expecting `Scalar` type
  - Added proper multi-thread support for `listMessages` across all adapters when `threadId` is an array
  - Updated `_getIncludedMessages` to look up message threadId by ID (since message IDs are globally unique)
  - **upstash**: Added `msg-idx:{messageId}` index for O(1) message lookups (backwards compatible with fallback to scan for old messages, with automatic backfill)

- Fix recall() to return newest messages when using lastMessages config ([#10543](https://github.com/mastra-ai/mastra/pull/10543))

  When using lastMessages: N config without an explicit orderBy, the recall() function was returning the OLDEST N messages instead of the NEWEST N messages. This completely breaks conversation history for any thread that grows beyond the lastMessages limit.

- Updated dependencies [[`ac0d2f4`](https://github.com/mastra-ai/mastra/commit/ac0d2f4ff8831f72c1c66c2be809706d17f65789), [`1a0d3fc`](https://github.com/mastra-ai/mastra/commit/1a0d3fc811482c9c376cdf79ee615c23bae9b2d6), [`85a628b`](https://github.com/mastra-ai/mastra/commit/85a628b1224a8f64cd82ea7f033774bf22df7a7e), [`c237233`](https://github.com/mastra-ai/mastra/commit/c23723399ccedf7f5744b3f40997b79246bfbe64), [`15f9e21`](https://github.com/mastra-ai/mastra/commit/15f9e216177201ea6e3f6d0bfb063fcc0953444f), [`ff94dea`](https://github.com/mastra-ai/mastra/commit/ff94dea935f4e34545c63bcb6c29804732698809), [`5b2ff46`](https://github.com/mastra-ai/mastra/commit/5b2ff4651df70c146523a7fca773f8eb0a2272f8), [`db41688`](https://github.com/mastra-ai/mastra/commit/db4168806d007417e2e60b4f68656dca4e5f40c9), [`5ca599d`](https://github.com/mastra-ai/mastra/commit/5ca599d0bb59a1595f19f58473fcd67cc71cef58), [`bff1145`](https://github.com/mastra-ai/mastra/commit/bff114556b3cbadad9b2768488708f8ad0e91475), [`5c8ca24`](https://github.com/mastra-ai/mastra/commit/5c8ca247094e0cc2cdbd7137822fb47241f86e77), [`e191844`](https://github.com/mastra-ai/mastra/commit/e1918444ca3f80e82feef1dad506cd4ec6e2875f), [`22553f1`](https://github.com/mastra-ai/mastra/commit/22553f11c63ee5e966a9c034a349822249584691), [`7237163`](https://github.com/mastra-ai/mastra/commit/72371635dbf96a87df4b073cc48fc655afbdce3d), [`2500740`](https://github.com/mastra-ai/mastra/commit/2500740ea23da067d6e50ec71c625ab3ce275e64), [`873ecbb`](https://github.com/mastra-ai/mastra/commit/873ecbb517586aa17d2f1e99283755b3ebb2863f), [`4f9bbe5`](https://github.com/mastra-ai/mastra/commit/4f9bbe5968f42c86f4930b8193de3c3c17e5bd36), [`02e51fe`](https://github.com/mastra-ai/mastra/commit/02e51feddb3d4155cfbcc42624fd0d0970d032c0), [`8f3fa3a`](https://github.com/mastra-ai/mastra/commit/8f3fa3a652bb77da092f913ec51ae46e3a7e27dc), [`cd29ad2`](https://github.com/mastra-ai/mastra/commit/cd29ad23a255534e8191f249593849ed29160886), [`bdf4d8c`](https://github.com/mastra-ai/mastra/commit/bdf4d8cdc656d8a2c21d81834bfa3bfa70f56c16), [`854e3da`](https://github.com/mastra-ai/mastra/commit/854e3dad5daac17a91a20986399d3a51f54bf68b), [`ce18d38`](https://github.com/mastra-ai/mastra/commit/ce18d38678c65870350d123955014a8432075fd9), [`cccf9c8`](https://github.com/mastra-ai/mastra/commit/cccf9c8b2d2dfc1a5e63919395b83d78c89682a0), [`61a5705`](https://github.com/mastra-ai/mastra/commit/61a570551278b6743e64243b3ce7d73de915ca8a), [`db70a48`](https://github.com/mastra-ai/mastra/commit/db70a48aeeeeb8e5f92007e8ede52c364ce15287), [`f0fdc14`](https://github.com/mastra-ai/mastra/commit/f0fdc14ee233d619266b3d2bbdeea7d25cfc6d13), [`db18bc9`](https://github.com/mastra-ai/mastra/commit/db18bc9c3825e2c1a0ad9a183cc9935f6691bfa1), [`9b37b56`](https://github.com/mastra-ai/mastra/commit/9b37b565e1f2a76c24f728945cc740c2b09be9da), [`41a23c3`](https://github.com/mastra-ai/mastra/commit/41a23c32f9877d71810f37e24930515df2ff7a0f), [`5d171ad`](https://github.com/mastra-ai/mastra/commit/5d171ad9ef340387276b77c2bb3e83e83332d729), [`f03ae60`](https://github.com/mastra-ai/mastra/commit/f03ae60500fe350c9d828621006cdafe1975fdd8), [`d1e74a0`](https://github.com/mastra-ai/mastra/commit/d1e74a0a293866dece31022047f5dbab65a304d0), [`39e7869`](https://github.com/mastra-ai/mastra/commit/39e7869bc7d0ee391077ce291474d8a84eedccff), [`5761926`](https://github.com/mastra-ai/mastra/commit/57619260c4a2cdd598763abbacd90de594c6bc76), [`c900fdd`](https://github.com/mastra-ai/mastra/commit/c900fdd504c41348efdffb205cfe80d48c38fa33), [`604a79f`](https://github.com/mastra-ai/mastra/commit/604a79fecf276e26a54a3fe01bb94e65315d2e0e), [`887f0b4`](https://github.com/mastra-ai/mastra/commit/887f0b4746cdbd7cb7d6b17ac9f82aeb58037ea5), [`2562143`](https://github.com/mastra-ai/mastra/commit/256214336b4faa78646c9c1776612393790d8784), [`ef11a61`](https://github.com/mastra-ai/mastra/commit/ef11a61920fa0ed08a5b7ceedd192875af119749)]:
  - @mastra/core@1.0.0-beta.6
  - @mastra/schema-compat@1.0.0-beta.2

## 1.0.0-beta.2

### Patch Changes

- Add new deleteVectors, updateVector by filter ([#10408](https://github.com/mastra-ai/mastra/pull/10408))

- Update MockMemory to work with new storage API changes. MockMemory now properly implements all abstract MastraMemory methods. This includes proper thread management, message saving with MessageList conversion, working memory operations with scope support, and resource listing. ([#10368](https://github.com/mastra-ai/mastra/pull/10368))

  Add Zod v4 support for working memory schemas. Memory implementations now check for Zod v4's built-in `.toJsonSchema()` method before falling back to the `zodToJsonSchema` compatibility function, improving performance and forward compatibility while maintaining backward compatibility with Zod v3.

  Add Gemini 3 Pro test coverage in agent-gemini.test.ts to validate the latest Gemini model integration.

- Fix working memory zod to json schema conversion to use schema-compat zodtoJsonSchema fn. ([#10391](https://github.com/mastra-ai/mastra/pull/10391))

- Updated dependencies [[`21a15de`](https://github.com/mastra-ai/mastra/commit/21a15de369fe82aac26bb642ed7be73505475e8b), [`feb7ee4`](https://github.com/mastra-ai/mastra/commit/feb7ee4d09a75edb46c6669a3beaceec78811747), [`b0e2ea5`](https://github.com/mastra-ai/mastra/commit/b0e2ea5b52c40fae438b9e2f7baee6f0f89c5442), [`c456e01`](https://github.com/mastra-ai/mastra/commit/c456e0149e3c176afcefdbd9bb1d2c5917723725), [`ab035c2`](https://github.com/mastra-ai/mastra/commit/ab035c2ef6d8cc7bb25f06f1a38508bd9e6f126b), [`1a46a56`](https://github.com/mastra-ai/mastra/commit/1a46a566f45a3fcbadc1cf36bf86d351f264bfa3), [`3cf540b`](https://github.com/mastra-ai/mastra/commit/3cf540b9fbfea8f4fc8d3a2319a4e6c0b0cbfd52), [`1c6ce51`](https://github.com/mastra-ai/mastra/commit/1c6ce51f875915ab57fd36873623013699a2a65d), [`898a972`](https://github.com/mastra-ai/mastra/commit/898a9727d286c2510d6b702dfd367e6aaf5c6b0f), [`a97003a`](https://github.com/mastra-ai/mastra/commit/a97003aa1cf2f4022a41912324a1e77263b326b8), [`ccc141e`](https://github.com/mastra-ai/mastra/commit/ccc141ed27da0abc3a3fc28e9e5128152e8e37f4), [`fe3b897`](https://github.com/mastra-ai/mastra/commit/fe3b897c2ccbcd2b10e81b099438c7337feddf89), [`00123ba`](https://github.com/mastra-ai/mastra/commit/00123ba96dc9e5cd0b110420ebdba56d8f237b25), [`29c4309`](https://github.com/mastra-ai/mastra/commit/29c4309f818b24304c041bcb4a8f19b5f13f6b62), [`16785ce`](https://github.com/mastra-ai/mastra/commit/16785ced928f6f22638f4488cf8a125d99211799), [`de8239b`](https://github.com/mastra-ai/mastra/commit/de8239bdcb1d8c0cfa06da21f1569912a66bbc8a), [`b5e6cd7`](https://github.com/mastra-ai/mastra/commit/b5e6cd77fc8c8e64e0494c1d06cee3d84e795d1e), [`3759cb0`](https://github.com/mastra-ai/mastra/commit/3759cb064935b5f74c65ac2f52a1145f7352899d), [`651e772`](https://github.com/mastra-ai/mastra/commit/651e772eb1475fb13e126d3fcc01751297a88214), [`b61b93f`](https://github.com/mastra-ai/mastra/commit/b61b93f9e058b11dd2eec169853175d31dbdd567), [`bae33d9`](https://github.com/mastra-ai/mastra/commit/bae33d91a63fbb64d1e80519e1fc1acaed1e9013), [`c0b731f`](https://github.com/mastra-ai/mastra/commit/c0b731fb27d712dc8582e846df5c0332a6a0c5ba), [`43ca8f2`](https://github.com/mastra-ai/mastra/commit/43ca8f2c7334851cc7b4d3d2f037d8784bfbdd5f), [`2ca67cc`](https://github.com/mastra-ai/mastra/commit/2ca67cc3bb1f6a617353fdcab197d9efebe60d6f), [`9e67002`](https://github.com/mastra-ai/mastra/commit/9e67002b52c9be19936c420a489dbee9c5fd6a78), [`35edc49`](https://github.com/mastra-ai/mastra/commit/35edc49ac0556db609189641d6341e76771b81fc)]:
  - @mastra/core@1.0.0-beta.5
  - @mastra/schema-compat@1.0.0-beta.1

## 1.0.0-beta.1

### Patch Changes

- Remove unused dependencies ([#10019](https://github.com/mastra-ai/mastra/pull/10019))

- Updated dependencies [[`2319326`](https://github.com/mastra-ai/mastra/commit/2319326f8c64e503a09bbcf14be2dd65405445e0), [`d629361`](https://github.com/mastra-ai/mastra/commit/d629361a60f6565b5bfb11976fdaf7308af858e2), [`08c31c1`](https://github.com/mastra-ai/mastra/commit/08c31c188ebccd598acaf55e888b6397d01f7eae), [`fd3d338`](https://github.com/mastra-ai/mastra/commit/fd3d338a2c362174ed5b383f1f011ad9fb0302aa), [`c30400a`](https://github.com/mastra-ai/mastra/commit/c30400a49b994b1b97256fe785eb6c906fc2b232), [`69e0a87`](https://github.com/mastra-ai/mastra/commit/69e0a878896a2da9494945d86e056a5f8f05b851), [`01f8878`](https://github.com/mastra-ai/mastra/commit/01f88783de25e4de048c1c8aace43e26373c6ea5), [`4c77209`](https://github.com/mastra-ai/mastra/commit/4c77209e6c11678808b365d545845918c40045c8), [`d827d08`](https://github.com/mastra-ai/mastra/commit/d827d0808ffe1f3553a84e975806cc989b9735dd), [`23c10a1`](https://github.com/mastra-ai/mastra/commit/23c10a1efdd9a693c405511ab2dc8a1236603162), [`676ccc7`](https://github.com/mastra-ai/mastra/commit/676ccc7fe92468d2d45d39c31a87825c89fd1ea0), [`c10398d`](https://github.com/mastra-ai/mastra/commit/c10398d5b88f1d4af556f4267ff06f1d11e89179), [`00c2387`](https://github.com/mastra-ai/mastra/commit/00c2387f5f04a365316f851e58666ac43f8c4edf), [`ad6250d`](https://github.com/mastra-ai/mastra/commit/ad6250dbdaad927e29f74a27b83f6c468b50a705), [`3a73998`](https://github.com/mastra-ai/mastra/commit/3a73998fa4ebeb7f3dc9301afe78095fc63e7999), [`e16d553`](https://github.com/mastra-ai/mastra/commit/e16d55338403c7553531cc568125c63d53653dff), [`4d59f58`](https://github.com/mastra-ai/mastra/commit/4d59f58de2d90d6e2810a19d4518e38ddddb9038), [`e1bb9c9`](https://github.com/mastra-ai/mastra/commit/e1bb9c94b4eb68b019ae275981be3feb769b5365), [`351a11f`](https://github.com/mastra-ai/mastra/commit/351a11fcaf2ed1008977fa9b9a489fc422e51cd4)]:
  - @mastra/core@1.0.0-beta.3

## 1.0.0-beta.0

### Major Changes

- **BREAKING:** Remove `getMessagesPaginated()` and add `perPage: false` support ([#9670](https://github.com/mastra-ai/mastra/pull/9670))

  Removes deprecated `getMessagesPaginated()` method. The `listMessages()` API and score handlers now support `perPage: false` to fetch all records without pagination limits.

  **Storage changes:**
  - `StoragePagination.perPage` type changed from `number` to `number | false`
  - All storage implementations support `perPage: false`:
    - Memory: `listMessages()`
    - Scores: `listScoresBySpan()`, `listScoresByRunId()`, `listScoresByExecutionId()`
  - HTTP query parser accepts `"false"` string (e.g., `?perPage=false`)

  **Memory changes:**
  - `memory.query()` parameter type changed from `StorageGetMessagesArg` to `StorageListMessagesInput`
  - Uses flat parameters (`page`, `perPage`, `include`, `filter`, `vectorSearchString`) instead of `selectBy` object

  **Stricter validation:**
  - `listMessages()` requires non-empty, non-whitespace `threadId` (throws error instead of returning empty results)

  **Migration:**

  ```typescript
  // Storage/Memory: Replace getMessagesPaginated with listMessages
  - storage.getMessagesPaginated({ threadId, selectBy: { pagination: { page: 0, perPage: 20 } } })
  + storage.listMessages({ threadId, page: 0, perPage: 20 })
  + storage.listMessages({ threadId, page: 0, perPage: false })  // Fetch all

  // Memory: Replace selectBy with flat parameters
  - memory.query({ threadId, selectBy: { last: 20, include: [...] } })
  + memory.query({ threadId, perPage: 20, include: [...] })

  // Client SDK
  - thread.getMessagesPaginated({ selectBy: { pagination: { page: 0 } } })
  + thread.listMessages({ page: 0, perPage: 20 })
  ```

- # Major Changes ([#9695](https://github.com/mastra-ai/mastra/pull/9695))

  ## Storage Layer

  ### BREAKING: Removed `storage.getMessages()`

  The `getMessages()` method has been removed from all storage implementations. Use `listMessages()` instead, which provides pagination support.

  **Migration:**

  ```typescript
  // Before
  const messages = await storage.getMessages({ threadId: 'thread-1' });

  // After
  const result = await storage.listMessages({
    threadId: 'thread-1',
    page: 0,
    perPage: 50,
  });
  const messages = result.messages; // Access messages array
  console.log(result.total); // Total count
  console.log(result.hasMore); // Whether more pages exist
  ```

  ### Message ordering default

  `listMessages()` defaults to ASC (oldest first) ordering by `createdAt`, matching the previous `getMessages()` behavior.

  **To use DESC ordering (newest first):**

  ```typescript
  const result = await storage.listMessages({
    threadId: 'thread-1',
    orderBy: { field: 'createdAt', direction: 'DESC' },
  });
  ```

  ## Client SDK

  ### BREAKING: Renamed `client.getThreadMessages()` → `client.listThreadMessages()`

  **Migration:**

  ```typescript
  // Before
  const response = await client.getThreadMessages(threadId, { agentId });

  // After
  const response = await client.listThreadMessages(threadId, { agentId });
  ```

  The response format remains the same.

  ## Type Changes

  ### BREAKING: Removed `StorageGetMessagesArg` type

  Use `StorageListMessagesInput` instead:

  ```typescript
  // Before
  import type { StorageGetMessagesArg } from '@mastra/core';

  // After
  import type { StorageListMessagesInput } from '@mastra/core';
  ```

- Bump minimum required Node.js version to 22.13.0 ([#9706](https://github.com/mastra-ai/mastra/pull/9706))

- Replace `getThreadsByResourceIdPaginated` with `listThreadsByResourceId` across memory handlers. Update client SDK to use `listThreads()` with `offset`/`limit` parameters instead of deprecated `getMemoryThreads()`. Consolidate `/api/memory/threads` routes to single paginated endpoint. ([#9508](https://github.com/mastra-ai/mastra/pull/9508))

- This simplifies the Memory API by removing the confusing rememberMessages method and renaming query to recall for better clarity. ([#9701](https://github.com/mastra-ai/mastra/pull/9701))

  The rememberMessages method name implied it might persist data when it was actually just retrieving messages, same as query. Having two methods that did essentially the same thing was unnecessary.

  Before:

  ```typescript
  // Two methods that did the same thing
  memory.rememberMessages({ threadId, resourceId, config, vectorMessageSearch });
  memory.query({ threadId, resourceId, perPage, vectorSearchString });
  ```

  After:

  ```typescript
  // Single unified method with clear purpose
  memory.recall({ threadId, resourceId, perPage, vectorMessageSearch, threadConfig });
  ```

  All usages have been updated across the codebase including tests. The agent now calls recall directly with the appropriate parameters.

- Rename RuntimeContext to RequestContext ([#9511](https://github.com/mastra-ai/mastra/pull/9511))

- Remove `getThreadsByResourceId` and `getThreadsByResourceIdPaginated` methods from storage interfaces in favor of `listThreadsByResourceId`. The new method uses `offset`/`limit` pagination and a nested `orderBy` object structure (`{ field, direction }`). ([#9536](https://github.com/mastra-ai/mastra/pull/9536))

- Remove various deprecated APIs from agent class. ([#9257](https://github.com/mastra-ai/mastra/pull/9257))
  - `agent.llm` → `agent.getLLM()`
  - `agent.tools` → `agent.getTools()`
  - `agent.instructions` → `agent.getInstructions()`
  - `agent.speak()` → `agent.voice.speak()`
  - `agent.getSpeakers()` → `agent.voice.getSpeakers()`
  - `agent.listen` → `agent.voice.listen()`
  - `agent.fetchMemory` → `(await agent.getMemory()).query()`
  - `agent.toStep` → Add agent directly to the step, workflows handle the transformation

- **BREAKING CHANGE**: Pagination APIs now use `page`/`perPage` instead of `offset`/`limit` ([#9592](https://github.com/mastra-ai/mastra/pull/9592))

  All storage and memory pagination APIs have been updated to use `page` (0-indexed) and `perPage` instead of `offset` and `limit`, aligning with standard REST API patterns.

  **Affected APIs:**
  - `Memory.listThreadsByResourceId()`
  - `Memory.listMessages()`
  - `Storage.listWorkflowRuns()`

  **Migration:**

  ```typescript
  // Before
  await memory.listThreadsByResourceId({
    resourceId: 'user-123',
    offset: 20,
    limit: 10,
  });

  // After
  await memory.listThreadsByResourceId({
    resourceId: 'user-123',
    page: 2, // page = Math.floor(offset / limit)
    perPage: 10,
  });

  // Before
  await memory.listMessages({
    threadId: 'thread-456',
    offset: 20,
    limit: 10,
  });

  // After
  await memory.listMessages({
    threadId: 'thread-456',
    page: 2,
    perPage: 10,
  });

  // Before
  await storage.listWorkflowRuns({
    workflowName: 'my-workflow',
    offset: 20,
    limit: 10,
  });

  // After
  await storage.listWorkflowRuns({
    workflowName: 'my-workflow',
    page: 2,
    perPage: 10,
  });
  ```

  **Additional improvements:**
  - Added validation for negative `page` values in all storage implementations
  - Improved `perPage` validation to handle edge cases (negative values, `0`, `false`)
  - Added reusable query parser utilities for consistent validation in handlers

- Changing getAgents -> listAgents, getTools -> listTools, getWorkflows -> listWorkflows ([#9495](https://github.com/mastra-ai/mastra/pull/9495))

- Mark as stable ([`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc))

- Optimize default memory settings for semantic recall based on longmemeval data ([#9046](https://github.com/mastra-ai/mastra/pull/9046))
  - Increased default topK from 2 to 4 for greater accuracy improvement
  - Lowered default messageRange from {before: 2, after: 2} to {before: 1, after: 1}
  - This provides ~8% accuracy gain while only increasing max messages from 10 to 12 (20% increase)
  - Updated documentation to reflect new defaults
  - Fixed playground UI to correctly display the new default values
  - These changes only affect users who enable semantic recall without specifying custom values

- Enforcing id required on Processor primitive ([#9591](https://github.com/mastra-ai/mastra/pull/9591))

- Renamed `MastraMessageV2` to `MastraDBMessage` ([#9255](https://github.com/mastra-ai/mastra/pull/9255))
  Made the return format of all methods that return db messages consistent. It's always `{ messages: MastraDBMessage[] }` now, and messages can be converted after that using `@mastra/ai-sdk/ui`'s `toAISdkV4/5Messages()` function

### Minor Changes

- Update peer dependencies to match core package version bump (0.22.3) ([#9486](https://github.com/mastra-ai/mastra/pull/9486))

- **BREAKING CHANGE**: Memory scope defaults changed from 'thread' to 'resource' ([#8983](https://github.com/mastra-ai/mastra/pull/8983))

  Both `workingMemory.scope` and `semanticRecall.scope` now default to `'resource'` instead of `'thread'`. This means:
  - Working memory persists across all conversations for the same user/resource
  - Semantic recall searches across all threads for the same user/resource

  **Migration**: To maintain the previous thread-scoped behavior, explicitly set `scope: 'thread'`:

  ```typescript
  memory: new Memory({
    storage,
    workingMemory: {
      enabled: true,
      scope: 'thread', // Explicitly set for thread-scoped behavior
    },
    semanticRecall: {
      scope: 'thread', // Explicitly set for thread-scoped behavior
    },
  }),
  ```

  See the [migration guide](https://mastra.ai/docs/guides/migrations/memory-scope-defaults) for more details.

  Also fixed issues where playground semantic recall search could show missing or incorrect results in certain cases.

- Update peer dependencies to match core package version bump (1.0.0) ([#9495](https://github.com/mastra-ai/mastra/pull/9495))

- Update peer dependencies to match core package version bump (0.22.0) ([#8983](https://github.com/mastra-ai/mastra/pull/8983))

### Patch Changes

- Update peer dependencies to match core package version bump (1.0.0) ([#9237](https://github.com/mastra-ai/mastra/pull/9237))

- Update tool execution signature ([#9587](https://github.com/mastra-ai/mastra/pull/9587))

  Consolidated the 3 different execution contexts to one

  ```typescript
  // before depending on the context the tool was executed in
  tool.execute({ context: data });
  tool.execute({ context: { inputData: data } });
  tool.execute(data);

  // now, for all contexts
  tool.execute(data, context);
  ```

  **Before:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async ({ context, tracingContext, runId, ... }) => {
    return doSomething(context.string);
  }
  ```

  **After:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async (inputData, context) => {
    const { agent, mcp, workflow, ...sharedContext } = context

    // context that only an agent would get like toolCallId, messages, suspend, resume, etc
    if (agent) {
      doSomething(inputData.something, agent)
    // context that only a workflow would get like runId, state, suspend, resume, etc
    } else if (workflow) {
      doSomething(inputData.something, workflow)
    // context that only a workflow would get like "extra", "elicitation"
    } else if (mcp) {
      doSomething(inputData.something, mcp)
    } else {
      // Running a tool in no execution context
      return doSomething(inputData.something);
    }
  }
  ```

- Update peer dependencies to match core package version bump (1.0.0) ([#9489](https://github.com/mastra-ai/mastra/pull/9489))

- Fixes incorrect tool invocation format in message list that was causing client tools to fail during message format conversions. ([#9590](https://github.com/mastra-ai/mastra/pull/9590))

- Use memory mock in server tests ([#9486](https://github.com/mastra-ai/mastra/pull/9486))

- Update peer dependencies to match core package version bump (1.0.0) ([#9491](https://github.com/mastra-ai/mastra/pull/9491))

- Updated dependencies [[`39c9743`](https://github.com/mastra-ai/mastra/commit/39c97432d084294f8ba85fbf3ef28098ff21459e), [`f743dbb`](https://github.com/mastra-ai/mastra/commit/f743dbb8b40d1627b5c10c0e6fc154f4ebb6e394), [`fec5129`](https://github.com/mastra-ai/mastra/commit/fec5129de7fc64423ea03661a56cef31dc747a0d), [`0491e7c`](https://github.com/mastra-ai/mastra/commit/0491e7c9b714cb0ba22187ee062147ec2dd7c712), [`f6f4903`](https://github.com/mastra-ai/mastra/commit/f6f4903397314f73362061dc5a3e8e7c61ea34aa), [`0e8ed46`](https://github.com/mastra-ai/mastra/commit/0e8ed467c54d6901a6a365f270ec15d6faadb36c), [`b9b7ffd`](https://github.com/mastra-ai/mastra/commit/b9b7ffdad6936a7d50b6b814b5bbe54e19087f66), [`6c049d9`](https://github.com/mastra-ai/mastra/commit/6c049d94063fdcbd5b81c4912a2bf82a92c9cc0b), [`2f897df`](https://github.com/mastra-ai/mastra/commit/2f897df208508f46f51b7625e5dd20c37f93e0e3), [`3443770`](https://github.com/mastra-ai/mastra/commit/3443770662df8eb24c9df3589b2792d78cfcb811), [`f0a07e0`](https://github.com/mastra-ai/mastra/commit/f0a07e0111b3307c5fabfa4094c5c2cfb734fbe6), [`aaa40e7`](https://github.com/mastra-ai/mastra/commit/aaa40e788628b319baa8e889407d11ad626547fa), [`1521d71`](https://github.com/mastra-ai/mastra/commit/1521d716e5daedc74690c983fbd961123c56756b), [`9e1911d`](https://github.com/mastra-ai/mastra/commit/9e1911db2b4db85e0e768c3f15e0d61e319869f6), [`ebac155`](https://github.com/mastra-ai/mastra/commit/ebac15564a590117db7078233f927a7e28a85106), [`dd1c38d`](https://github.com/mastra-ai/mastra/commit/dd1c38d1b75f1b695c27b40d8d9d6ed00d5e0f6f), [`5948e6a`](https://github.com/mastra-ai/mastra/commit/5948e6a5146c83666ba3f294b2be576c82a513fb), [`8940859`](https://github.com/mastra-ai/mastra/commit/89408593658199b4ad67f7b65e888f344e64a442), [`e629310`](https://github.com/mastra-ai/mastra/commit/e629310f1a73fa236d49ec7a1d1cceb6229dc7cc), [`4c6b492`](https://github.com/mastra-ai/mastra/commit/4c6b492c4dd591c6a592520c1f6855d6e936d71f), [`dff01d8`](https://github.com/mastra-ai/mastra/commit/dff01d81ce1f4e4087cfac20fa868e6db138dd14), [`9d819d5`](https://github.com/mastra-ai/mastra/commit/9d819d54b61481639f4008e4694791bddf187edd), [`71c8d6c`](https://github.com/mastra-ai/mastra/commit/71c8d6c161253207b2b9588bdadb7eed604f7253), [`6179a9b`](https://github.com/mastra-ai/mastra/commit/6179a9ba36ffac326de3cc3c43cdc8028d37c251), [`00f4921`](https://github.com/mastra-ai/mastra/commit/00f4921dd2c91a1e5446799599ef7116a8214a1a), [`ca8041c`](https://github.com/mastra-ai/mastra/commit/ca8041cce0379fda22ed293a565bcb5b6ddca68a), [`7051bf3`](https://github.com/mastra-ai/mastra/commit/7051bf38b3b122a069008f861f7bfc004a6d9f6e), [`a8f1494`](https://github.com/mastra-ai/mastra/commit/a8f1494f4bbdc2770bcf327d4c7d869e332183f1), [`0793497`](https://github.com/mastra-ai/mastra/commit/079349753620c40246ffd673e3f9d7d9820beff3), [`5df9cce`](https://github.com/mastra-ai/mastra/commit/5df9cce1a753438413f64c11eeef8f845745c2a8), [`a854ede`](https://github.com/mastra-ai/mastra/commit/a854ede62bf5ac0945a624ac48913dd69c73aabf), [`c576fc0`](https://github.com/mastra-ai/mastra/commit/c576fc0b100b2085afded91a37c97a0ea0ec09c7), [`3defc80`](https://github.com/mastra-ai/mastra/commit/3defc80cf2b88a1b7fc1cc4ddcb91e982a614609), [`16153fe`](https://github.com/mastra-ai/mastra/commit/16153fe7eb13c99401f48e6ca32707c965ee28b9), [`9f4a683`](https://github.com/mastra-ai/mastra/commit/9f4a6833e88b52574665c028fd5508ad5c2f6004), [`bc94344`](https://github.com/mastra-ai/mastra/commit/bc943444a1342d8a662151b7bce1df7dae32f59c), [`57d157f`](https://github.com/mastra-ai/mastra/commit/57d157f0b163a95c3e6c9eae31bdb11d1bfc64f9), [`903f67d`](https://github.com/mastra-ai/mastra/commit/903f67d184504a273893818c02b961f5423a79ad), [`2a90c55`](https://github.com/mastra-ai/mastra/commit/2a90c55a86a9210697d5adaab5ee94584b079adc), [`51acef9`](https://github.com/mastra-ai/mastra/commit/51acef95b5977826594fe3ee24475842bd3d5780), [`eb09742`](https://github.com/mastra-ai/mastra/commit/eb09742197f66c4c38154c3beec78313e69760b2), [`96d35f6`](https://github.com/mastra-ai/mastra/commit/96d35f61376bc2b1bf148648a2c1985bd51bef55), [`5cbe88a`](https://github.com/mastra-ai/mastra/commit/5cbe88aefbd9f933bca669fd371ea36bf939ac6d), [`a1bd7b8`](https://github.com/mastra-ai/mastra/commit/a1bd7b8571db16b94eb01588f451a74758c96d65), [`d78b38d`](https://github.com/mastra-ai/mastra/commit/d78b38d898fce285260d3bbb4befade54331617f), [`0633100`](https://github.com/mastra-ai/mastra/commit/0633100a911ad22f5256471bdf753da21c104742), [`c710c16`](https://github.com/mastra-ai/mastra/commit/c710c1652dccfdc4111c8412bca7a6bb1d48b441), [`354ad0b`](https://github.com/mastra-ai/mastra/commit/354ad0b7b1b8183ac567f236a884fc7ede6d7138), [`cfae733`](https://github.com/mastra-ai/mastra/commit/cfae73394f4920635e6c919c8e95ff9a0788e2e5), [`e3dfda7`](https://github.com/mastra-ai/mastra/commit/e3dfda7b11bf3b8c4bb55637028befb5f387fc74), [`844ea5d`](https://github.com/mastra-ai/mastra/commit/844ea5dc0c248961e7bf73629ae7dcff503e853c), [`398fde3`](https://github.com/mastra-ai/mastra/commit/398fde3f39e707cda79372cdae8f9870e3b57c8d), [`f0f8f12`](https://github.com/mastra-ai/mastra/commit/f0f8f125c308f2d0fd36942ef652fd852df7522f), [`0d7618b`](https://github.com/mastra-ai/mastra/commit/0d7618bc650bf2800934b243eca5648f4aeed9c2), [`7b763e5`](https://github.com/mastra-ai/mastra/commit/7b763e52fc3eaf699c2a99f2adf418dd46e4e9a5), [`d36cfbb`](https://github.com/mastra-ai/mastra/commit/d36cfbbb6565ba5f827883cc9bb648eb14befdc1), [`3697853`](https://github.com/mastra-ai/mastra/commit/3697853deeb72017d90e0f38a93c1e29221aeca0), [`b2e45ec`](https://github.com/mastra-ai/mastra/commit/b2e45eca727a8db01a81ba93f1a5219c7183c839), [`d6d49f7`](https://github.com/mastra-ai/mastra/commit/d6d49f7b8714fa19a52ff9c7cf7fb7e73751901e), [`a534e95`](https://github.com/mastra-ai/mastra/commit/a534e9591f83b3cc1ebff99c67edf4cda7bf81d3), [`9d0e7fe`](https://github.com/mastra-ai/mastra/commit/9d0e7feca8ed98de959f53476ee1456073673348), [`53d927c`](https://github.com/mastra-ai/mastra/commit/53d927cc6f03bff33655b7e2b788da445a08731d), [`3f2faf2`](https://github.com/mastra-ai/mastra/commit/3f2faf2e2d685d6c053cc5af1bf9fedf267b2ce5), [`22f64bc`](https://github.com/mastra-ai/mastra/commit/22f64bc1d37149480b58bf2fefe35b79a1e3e7d5), [`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc), [`b7959e6`](https://github.com/mastra-ai/mastra/commit/b7959e6e25a46b480f9ea2217c4c6c588c423791), [`bda6370`](https://github.com/mastra-ai/mastra/commit/bda637009360649aaf579919e7873e33553c273e), [`d7acd8e`](https://github.com/mastra-ai/mastra/commit/d7acd8e987b5d7eff4fd98b0906c17c06a2e83d5), [`c7f1f7d`](https://github.com/mastra-ai/mastra/commit/c7f1f7d24f61f247f018cc2d1f33bf63212959a7), [`0bddc6d`](https://github.com/mastra-ai/mastra/commit/0bddc6d8dbd6f6008c0cba2e4960a2da75a55af1), [`735d8c1`](https://github.com/mastra-ai/mastra/commit/735d8c1c0d19fbc09e6f8b66cf41bc7655993838), [`acf322e`](https://github.com/mastra-ai/mastra/commit/acf322e0f1fd0189684cf529d91c694bea918a45), [`c942802`](https://github.com/mastra-ai/mastra/commit/c942802a477a925b01859a7b8688d4355715caaa), [`a0c8c1b`](https://github.com/mastra-ai/mastra/commit/a0c8c1b87d4fee252aebda73e8637fbe01d761c9), [`cc34739`](https://github.com/mastra-ai/mastra/commit/cc34739c34b6266a91bea561119240a7acf47887), [`c218bd3`](https://github.com/mastra-ai/mastra/commit/c218bd3759e32423735b04843a09404572631014), [`2c4438b`](https://github.com/mastra-ai/mastra/commit/2c4438b87817ab7eed818c7990fef010475af1a3), [`2b8893c`](https://github.com/mastra-ai/mastra/commit/2b8893cb108ef9acb72ee7835cd625610d2c1a4a), [`8e5c75b`](https://github.com/mastra-ai/mastra/commit/8e5c75bdb1d08a42d45309a4c72def4b6890230f), [`e59e0d3`](https://github.com/mastra-ai/mastra/commit/e59e0d32afb5fcf2c9f3c00c8f81f6c21d3a63fa), [`fa8409b`](https://github.com/mastra-ai/mastra/commit/fa8409bc39cfd8ba6643b9db5269b90b22e2a2f7), [`173c535`](https://github.com/mastra-ai/mastra/commit/173c535c0645b0da404fe09f003778f0b0d4e019)]:
  - @mastra/core@1.0.0-beta.0
  - @mastra/schema-compat@1.0.0-beta.0

## 0.15.8

### Patch Changes

- Update peerdeps to 0.23.0-0 ([#9043](https://github.com/mastra-ai/mastra/pull/9043))

- Updated dependencies [[`c67ca32`](https://github.com/mastra-ai/mastra/commit/c67ca32e3c2cf69bfc146580770c720220ca44ac), [`efb5ed9`](https://github.com/mastra-ai/mastra/commit/efb5ed946ae7f410bc68c9430beb4b010afd25ec), [`dbc9e12`](https://github.com/mastra-ai/mastra/commit/dbc9e1216ba575ba59ead4afb727a01215f7de4f), [`99e41b9`](https://github.com/mastra-ai/mastra/commit/99e41b94957cdd25137d3ac12e94e8b21aa01b68), [`c28833c`](https://github.com/mastra-ai/mastra/commit/c28833c5b6d8e10eeffd7f7d39129d53b8bca240), [`8ea07b4`](https://github.com/mastra-ai/mastra/commit/8ea07b4bdc73e4218437dbb6dcb0f4b23e745a44), [`ba201b8`](https://github.com/mastra-ai/mastra/commit/ba201b8f8feac4c72350f2dbd52c13c7297ba7b0), [`f053e89`](https://github.com/mastra-ai/mastra/commit/f053e89160dbd0bd3333fc3492f68231b5c7c349), [`4fc4136`](https://github.com/mastra-ai/mastra/commit/4fc413652866a8d2240694fddb2562e9edbb70df), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`d10baf5`](https://github.com/mastra-ai/mastra/commit/d10baf5a3c924f2a6654e23a3e318ed03f189b76), [`038c55a`](https://github.com/mastra-ai/mastra/commit/038c55a7090fc1b1513a966386d3072617f836ac), [`182f045`](https://github.com/mastra-ai/mastra/commit/182f0458f25bd70aa774e64fd923c8a483eddbf1), [`9a1a485`](https://github.com/mastra-ai/mastra/commit/9a1a4859b855e37239f652bf14b1ecd1029b8c4e), [`9257233`](https://github.com/mastra-ai/mastra/commit/9257233c4ffce09b2bedc2a9adbd70d7a83fa8e2), [`7620d2b`](https://github.com/mastra-ai/mastra/commit/7620d2bddeb4fae4c3c0a0b4e672969795fca11a), [`b2365f0`](https://github.com/mastra-ai/mastra/commit/b2365f038dd4c5f06400428b224af963f399ad50), [`0f1a4c9`](https://github.com/mastra-ai/mastra/commit/0f1a4c984fb4b104b2f0b63ba18c9fa77f567700), [`9029ba3`](https://github.com/mastra-ai/mastra/commit/9029ba34459c8859fed4c6b73efd8e2d0021e7ba), [`426cc56`](https://github.com/mastra-ai/mastra/commit/426cc561c85ae76a112ded2385532a91f9f9f074), [`00931fb`](https://github.com/mastra-ai/mastra/commit/00931fb1a21aa42c4fbc20c2c40dd62466b8fc8f), [`e473bfe`](https://github.com/mastra-ai/mastra/commit/e473bfe416c0b8e876973c2b6a6f13c394b7a93f), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`2db6160`](https://github.com/mastra-ai/mastra/commit/2db6160e2022ff8827c15d30157e684683b934b5), [`8aeea37`](https://github.com/mastra-ai/mastra/commit/8aeea37efdde347c635a67fed56794943b7f74ec), [`02fe153`](https://github.com/mastra-ai/mastra/commit/02fe15351d6021d214da48ec982a0e9e4150bcee), [`648e2ca`](https://github.com/mastra-ai/mastra/commit/648e2ca42da54838c6ccbdaadc6fadd808fa6b86), [`74567b3`](https://github.com/mastra-ai/mastra/commit/74567b3d237ae3915cd0bca3cf55fa0a64e4e4a4), [`b65c5e0`](https://github.com/mastra-ai/mastra/commit/b65c5e0fe6f3c390a9a8bbcf69304d972c3a4afb), [`15a1733`](https://github.com/mastra-ai/mastra/commit/15a1733074cee8bd37370e1af34cd818e89fa7ac), [`fc2a774`](https://github.com/mastra-ai/mastra/commit/fc2a77468981aaddc3e77f83f0c4ad4a4af140da), [`4e08933`](https://github.com/mastra-ai/mastra/commit/4e08933625464dfde178347af5b6278fcf34188e)]:
  - @mastra/core@0.22.0

## 0.15.8-alpha.0

### Patch Changes

- Update peerdeps to 0.23.0-0 ([#9043](https://github.com/mastra-ai/mastra/pull/9043))

- Updated dependencies [[`efb5ed9`](https://github.com/mastra-ai/mastra/commit/efb5ed946ae7f410bc68c9430beb4b010afd25ec), [`8ea07b4`](https://github.com/mastra-ai/mastra/commit/8ea07b4bdc73e4218437dbb6dcb0f4b23e745a44), [`ba201b8`](https://github.com/mastra-ai/mastra/commit/ba201b8f8feac4c72350f2dbd52c13c7297ba7b0), [`4fc4136`](https://github.com/mastra-ai/mastra/commit/4fc413652866a8d2240694fddb2562e9edbb70df), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`d10baf5`](https://github.com/mastra-ai/mastra/commit/d10baf5a3c924f2a6654e23a3e318ed03f189b76), [`038c55a`](https://github.com/mastra-ai/mastra/commit/038c55a7090fc1b1513a966386d3072617f836ac), [`182f045`](https://github.com/mastra-ai/mastra/commit/182f0458f25bd70aa774e64fd923c8a483eddbf1), [`7620d2b`](https://github.com/mastra-ai/mastra/commit/7620d2bddeb4fae4c3c0a0b4e672969795fca11a), [`b2365f0`](https://github.com/mastra-ai/mastra/commit/b2365f038dd4c5f06400428b224af963f399ad50), [`9029ba3`](https://github.com/mastra-ai/mastra/commit/9029ba34459c8859fed4c6b73efd8e2d0021e7ba), [`426cc56`](https://github.com/mastra-ai/mastra/commit/426cc561c85ae76a112ded2385532a91f9f9f074), [`00931fb`](https://github.com/mastra-ai/mastra/commit/00931fb1a21aa42c4fbc20c2c40dd62466b8fc8f), [`e473bfe`](https://github.com/mastra-ai/mastra/commit/e473bfe416c0b8e876973c2b6a6f13c394b7a93f), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`648e2ca`](https://github.com/mastra-ai/mastra/commit/648e2ca42da54838c6ccbdaadc6fadd808fa6b86), [`b65c5e0`](https://github.com/mastra-ai/mastra/commit/b65c5e0fe6f3c390a9a8bbcf69304d972c3a4afb)]:
  - @mastra/core@0.22.0-alpha.1

## 0.15.7

### Patch Changes

- dependencies updates: ([#8635](https://github.com/mastra-ai/mastra/pull/8635))
  - Updated dependency [`redis@^5.8.3` ↗︎](https://www.npmjs.com/package/redis/v/5.8.3) (from `^5.8.2`, in `dependencies`)

- dependencies updates: ([#8684](https://github.com/mastra-ai/mastra/pull/8684))
  - Updated dependency [`@upstash/redis@^1.35.5` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.5) (from `^1.35.4`, in `dependencies`)

- feat(pg): add flexible PostgreSQL configuration with shared types ([#8103](https://github.com/mastra-ai/mastra/pull/8103))
  - Add support for multiple connection methods: connectionString, host/port/database, and Cloud SQL
  - Introduce shared PostgresConfig type with generic SSL support (ISSLConfig for pg-promise, ConnectionOptions for pg)
  - Add pgPoolOptions support to PgVector for advanced pool configuration
  - Create shared validation helpers to reduce code duplication
  - Maintain backward compatibility with existing configurations

- Update peer dependencies to match core package version bump (0.21.0) ([#8619](https://github.com/mastra-ai/mastra/pull/8619))

- Update peer dependencies to match core package version bump (0.21.0) ([#8557](https://github.com/mastra-ai/mastra/pull/8557))

- Update peer dependencies to match core package version bump (0.21.0) ([#8626](https://github.com/mastra-ai/mastra/pull/8626))

- Update peer dependencies to match core package version bump (0.21.0) ([#8686](https://github.com/mastra-ai/mastra/pull/8686))

- Updated dependencies [[`1ed9670`](https://github.com/mastra-ai/mastra/commit/1ed9670d3ca50cb60dc2e517738c5eef3968ed27), [`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`f59fc1e`](https://github.com/mastra-ai/mastra/commit/f59fc1e406b8912e692f6bff6cfd4754cc8d165c), [`158381d`](https://github.com/mastra-ai/mastra/commit/158381d39335be934b81ef8a1947bccace492c25), [`a1799bc`](https://github.com/mastra-ai/mastra/commit/a1799bcc1b5a1cdc188f2ac0165f17a1c4ac6f7b), [`6ff6094`](https://github.com/mastra-ai/mastra/commit/6ff60946f4ecfebdeef6e21d2b230c2204f2c9b8), [`fb703b9`](https://github.com/mastra-ai/mastra/commit/fb703b9634eeaff1a6eb2b5531ce0f9e8fb04727), [`37a2314`](https://github.com/mastra-ai/mastra/commit/37a23148e0e5a3b40d4f9f098b194671a8a49faf), [`7b1ef57`](https://github.com/mastra-ai/mastra/commit/7b1ef57fc071c2aa2a2e32905b18cd88719c5a39), [`05a9dee`](https://github.com/mastra-ai/mastra/commit/05a9dee3d355694d28847bfffb6289657fcf7dfa), [`e3c1077`](https://github.com/mastra-ai/mastra/commit/e3c107763aedd1643d3def5df450c235da9ff76c), [`1908ca0`](https://github.com/mastra-ai/mastra/commit/1908ca0521f90e43779cc29ab590173ca560443c), [`1bccdb3`](https://github.com/mastra-ai/mastra/commit/1bccdb33eb90cbeba2dc5ece1c2561fb774b26b6), [`5ef944a`](https://github.com/mastra-ai/mastra/commit/5ef944a3721d93105675cac2b2311432ff8cc393), [`d6b186f`](https://github.com/mastra-ai/mastra/commit/d6b186fb08f1caf1b86f73d3a5ee88fb999ca3be), [`ee68e82`](https://github.com/mastra-ai/mastra/commit/ee68e8289ea4408d29849e899bc6e78b3bd4e843), [`228228b`](https://github.com/mastra-ai/mastra/commit/228228b0b1de9291cb8887587f5cea1a8757ebad), [`ea33930`](https://github.com/mastra-ai/mastra/commit/ea339301e82d6318257720d811b043014ee44064), [`65493b3`](https://github.com/mastra-ai/mastra/commit/65493b31c36f6fdb78f9679f7e1ecf0c250aa5ee), [`a998b8f`](https://github.com/mastra-ai/mastra/commit/a998b8f858091c2ec47683e60766cf12d03001e4), [`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`8a37bdd`](https://github.com/mastra-ai/mastra/commit/8a37bddb6d8614a32c5b70303d583d80c620ea61), [`135d6f2`](https://github.com/mastra-ai/mastra/commit/135d6f22a326ed1dffff858700669dff09d2c9eb)]:
  - @mastra/core@0.21.0

## 0.15.7-alpha.1

### Patch Changes

- feat(pg): add flexible PostgreSQL configuration with shared types ([#8103](https://github.com/mastra-ai/mastra/pull/8103))
  - Add support for multiple connection methods: connectionString, host/port/database, and Cloud SQL
  - Introduce shared PostgresConfig type with generic SSL support (ISSLConfig for pg-promise, ConnectionOptions for pg)
  - Add pgPoolOptions support to PgVector for advanced pool configuration
  - Create shared validation helpers to reduce code duplication
  - Maintain backward compatibility with existing configurations

- Updated dependencies [[`1ed9670`](https://github.com/mastra-ai/mastra/commit/1ed9670d3ca50cb60dc2e517738c5eef3968ed27), [`158381d`](https://github.com/mastra-ai/mastra/commit/158381d39335be934b81ef8a1947bccace492c25), [`fb703b9`](https://github.com/mastra-ai/mastra/commit/fb703b9634eeaff1a6eb2b5531ce0f9e8fb04727), [`37a2314`](https://github.com/mastra-ai/mastra/commit/37a23148e0e5a3b40d4f9f098b194671a8a49faf), [`05a9dee`](https://github.com/mastra-ai/mastra/commit/05a9dee3d355694d28847bfffb6289657fcf7dfa), [`e3c1077`](https://github.com/mastra-ai/mastra/commit/e3c107763aedd1643d3def5df450c235da9ff76c), [`1bccdb3`](https://github.com/mastra-ai/mastra/commit/1bccdb33eb90cbeba2dc5ece1c2561fb774b26b6), [`5ef944a`](https://github.com/mastra-ai/mastra/commit/5ef944a3721d93105675cac2b2311432ff8cc393), [`d6b186f`](https://github.com/mastra-ai/mastra/commit/d6b186fb08f1caf1b86f73d3a5ee88fb999ca3be), [`65493b3`](https://github.com/mastra-ai/mastra/commit/65493b31c36f6fdb78f9679f7e1ecf0c250aa5ee), [`a998b8f`](https://github.com/mastra-ai/mastra/commit/a998b8f858091c2ec47683e60766cf12d03001e4), [`8a37bdd`](https://github.com/mastra-ai/mastra/commit/8a37bddb6d8614a32c5b70303d583d80c620ea61)]:
  - @mastra/core@0.21.0-alpha.1

## 0.15.7-alpha.0

### Patch Changes

- dependencies updates: ([#8635](https://github.com/mastra-ai/mastra/pull/8635))
  - Updated dependency [`redis@^5.8.3` ↗︎](https://www.npmjs.com/package/redis/v/5.8.3) (from `^5.8.2`, in `dependencies`)

- dependencies updates: ([#8684](https://github.com/mastra-ai/mastra/pull/8684))
  - Updated dependency [`@upstash/redis@^1.35.5` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.5) (from `^1.35.4`, in `dependencies`)

- Update peer dependencies to match core package version bump (0.21.0) ([#8619](https://github.com/mastra-ai/mastra/pull/8619))

- Update peer dependencies to match core package version bump (0.21.0) ([#8557](https://github.com/mastra-ai/mastra/pull/8557))

- Update peer dependencies to match core package version bump (0.21.0) ([#8626](https://github.com/mastra-ai/mastra/pull/8626))

- Update peer dependencies to match core package version bump (0.21.0) ([#8686](https://github.com/mastra-ai/mastra/pull/8686))

- Updated dependencies [[`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`7b1ef57`](https://github.com/mastra-ai/mastra/commit/7b1ef57fc071c2aa2a2e32905b18cd88719c5a39), [`ee68e82`](https://github.com/mastra-ai/mastra/commit/ee68e8289ea4408d29849e899bc6e78b3bd4e843), [`228228b`](https://github.com/mastra-ai/mastra/commit/228228b0b1de9291cb8887587f5cea1a8757ebad), [`ea33930`](https://github.com/mastra-ai/mastra/commit/ea339301e82d6318257720d811b043014ee44064), [`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`135d6f2`](https://github.com/mastra-ai/mastra/commit/135d6f22a326ed1dffff858700669dff09d2c9eb), [`59d036d`](https://github.com/mastra-ai/mastra/commit/59d036d4c2706b430b0e3f1f1e0ee853ce16ca04)]:
  - @mastra/core@0.21.0-alpha.0

## 0.15.6

### Patch Changes

- Ensure working memory can be updated througb createThread and updateThread ([#8513](https://github.com/mastra-ai/mastra/pull/8513))

- Fix TypeScript errors with provider-defined tools by updating ai-v5 and openai-v5 to matching provider-utils versions. This ensures npm deduplicates to a single provider-utils instance, resolving type incompatibility issues when passing provider tools to Agent. ([#8584](https://github.com/mastra-ai/mastra/pull/8584))

  Also adds deprecation warning to Agent import from root path to encourage using the recommended subpath import.

- Updated dependencies [[`c621613`](https://github.com/mastra-ai/mastra/commit/c621613069173c69eb2c3ef19a5308894c6549f0), [`12b1189`](https://github.com/mastra-ai/mastra/commit/12b118942445e4de0dd916c593e33ec78dc3bc73), [`4783b30`](https://github.com/mastra-ai/mastra/commit/4783b3063efea887825514b783ba27f67912c26d), [`076b092`](https://github.com/mastra-ai/mastra/commit/076b0924902ff0f49d5712d2df24c4cca683713f), [`2aee9e7`](https://github.com/mastra-ai/mastra/commit/2aee9e7d188b8b256a4ddc203ccefb366b4867fa), [`c582906`](https://github.com/mastra-ai/mastra/commit/c5829065a346260f96c4beb8af131b94804ae3ad), [`fa2eb96`](https://github.com/mastra-ai/mastra/commit/fa2eb96af16c7d433891a73932764960d3235c1d), [`ee9108f`](https://github.com/mastra-ai/mastra/commit/ee9108fa29bb8368fc23df158c9f0645b2d7b65c), [`4783b30`](https://github.com/mastra-ai/mastra/commit/4783b3063efea887825514b783ba27f67912c26d), [`a739d0c`](https://github.com/mastra-ai/mastra/commit/a739d0c8b37cd89569e04a6ca0827083c6167e19), [`603e927`](https://github.com/mastra-ai/mastra/commit/603e9279db8bf8a46caf83881c6b7389ccffff7e), [`cd45982`](https://github.com/mastra-ai/mastra/commit/cd4598291cda128a88738734ae6cbef076ebdebd), [`874f74d`](https://github.com/mastra-ai/mastra/commit/874f74da4b1acf6517f18132d035612c3ecc394a), [`b728a45`](https://github.com/mastra-ai/mastra/commit/b728a45ab3dba59da0f5ee36b81fe246659f305d), [`0baf2ba`](https://github.com/mastra-ai/mastra/commit/0baf2bab8420277072ef1f95df5ea7b0a2f61fe7), [`10e633a`](https://github.com/mastra-ai/mastra/commit/10e633a07d333466d9734c97acfc3dbf757ad2d0), [`a6d69c5`](https://github.com/mastra-ai/mastra/commit/a6d69c5fb50c0875b46275811fece5862f03c6a0), [`84199af`](https://github.com/mastra-ai/mastra/commit/84199af8673f6f9cb59286ffb5477a41932775de), [`7f431af`](https://github.com/mastra-ai/mastra/commit/7f431afd586b7d3265075e73106eb73167edbb86), [`26e968d`](https://github.com/mastra-ai/mastra/commit/26e968db2171ded9e4d47aa1b4f19e1e771158d0), [`cbd3fb6`](https://github.com/mastra-ai/mastra/commit/cbd3fb65adb03a7c0df193cb998aed5ac56675ee)]:
  - @mastra/core@0.20.1

## 0.15.6-alpha.1

### Patch Changes

- Fix TypeScript errors with provider-defined tools by updating ai-v5 and openai-v5 to matching provider-utils versions. This ensures npm deduplicates to a single provider-utils instance, resolving type incompatibility issues when passing provider tools to Agent. ([#8584](https://github.com/mastra-ai/mastra/pull/8584))

  Also adds deprecation warning to Agent import from root path to encourage using the recommended subpath import.

- Updated dependencies [[`a6d69c5`](https://github.com/mastra-ai/mastra/commit/a6d69c5fb50c0875b46275811fece5862f03c6a0), [`84199af`](https://github.com/mastra-ai/mastra/commit/84199af8673f6f9cb59286ffb5477a41932775de), [`7f431af`](https://github.com/mastra-ai/mastra/commit/7f431afd586b7d3265075e73106eb73167edbb86)]:
  - @mastra/core@0.20.1-alpha.3

## 0.15.6-alpha.0

### Patch Changes

- Ensure working memory can be updated througb createThread and updateThread ([#8513](https://github.com/mastra-ai/mastra/pull/8513))

- Updated dependencies [[`c621613`](https://github.com/mastra-ai/mastra/commit/c621613069173c69eb2c3ef19a5308894c6549f0), [`12b1189`](https://github.com/mastra-ai/mastra/commit/12b118942445e4de0dd916c593e33ec78dc3bc73), [`4783b30`](https://github.com/mastra-ai/mastra/commit/4783b3063efea887825514b783ba27f67912c26d), [`076b092`](https://github.com/mastra-ai/mastra/commit/076b0924902ff0f49d5712d2df24c4cca683713f), [`2aee9e7`](https://github.com/mastra-ai/mastra/commit/2aee9e7d188b8b256a4ddc203ccefb366b4867fa), [`c582906`](https://github.com/mastra-ai/mastra/commit/c5829065a346260f96c4beb8af131b94804ae3ad), [`fa2eb96`](https://github.com/mastra-ai/mastra/commit/fa2eb96af16c7d433891a73932764960d3235c1d), [`4783b30`](https://github.com/mastra-ai/mastra/commit/4783b3063efea887825514b783ba27f67912c26d), [`a739d0c`](https://github.com/mastra-ai/mastra/commit/a739d0c8b37cd89569e04a6ca0827083c6167e19), [`603e927`](https://github.com/mastra-ai/mastra/commit/603e9279db8bf8a46caf83881c6b7389ccffff7e), [`cd45982`](https://github.com/mastra-ai/mastra/commit/cd4598291cda128a88738734ae6cbef076ebdebd), [`874f74d`](https://github.com/mastra-ai/mastra/commit/874f74da4b1acf6517f18132d035612c3ecc394a), [`0baf2ba`](https://github.com/mastra-ai/mastra/commit/0baf2bab8420277072ef1f95df5ea7b0a2f61fe7), [`26e968d`](https://github.com/mastra-ai/mastra/commit/26e968db2171ded9e4d47aa1b4f19e1e771158d0), [`cbd3fb6`](https://github.com/mastra-ai/mastra/commit/cbd3fb65adb03a7c0df193cb998aed5ac56675ee)]:
  - @mastra/core@0.20.1-alpha.1

## 0.15.5

### Patch Changes

- Breaking change to move the agent.streamVNext/generateVNext implementation to the default stream/generate. The old stream/generate have now been moved to streamLegacy and generateLegacy ([#8097](https://github.com/mastra-ai/mastra/pull/8097))

- Updated dependencies [[`00cb6bd`](https://github.com/mastra-ai/mastra/commit/00cb6bdf78737c0fac14a5a0c7b532a11e38558a), [`869ba22`](https://github.com/mastra-ai/mastra/commit/869ba222e1d6b58fc1b65e7c9fd55ca4e01b8c2f), [`1b73665`](https://github.com/mastra-ai/mastra/commit/1b73665e8e23f5c09d49fcf3e7d709c75259259e), [`f7d7475`](https://github.com/mastra-ai/mastra/commit/f7d747507341aef60ed39e4b49318db1f86034a6), [`084b77b`](https://github.com/mastra-ai/mastra/commit/084b77b2955960e0190af8db3f77138aa83ed65c), [`a93ff84`](https://github.com/mastra-ai/mastra/commit/a93ff84b5e1af07ee236ac8873dac9b49aa5d501), [`bc5aacb`](https://github.com/mastra-ai/mastra/commit/bc5aacb646d468d325327e36117129f28cd13bf6), [`6b5af12`](https://github.com/mastra-ai/mastra/commit/6b5af12ce9e09066e0c32e821c203a6954498bea), [`bf60e4a`](https://github.com/mastra-ai/mastra/commit/bf60e4a89c515afd9570b7b79f33b95e7d07c397), [`d41aee5`](https://github.com/mastra-ai/mastra/commit/d41aee526d124e35f42720a08e64043229193679), [`e8fe13c`](https://github.com/mastra-ai/mastra/commit/e8fe13c4b4c255a42520127797ec394310f7c919), [`3ca833d`](https://github.com/mastra-ai/mastra/commit/3ca833dc994c38e3c9b4f9b4478a61cd8e07b32a), [`1edb8d1`](https://github.com/mastra-ai/mastra/commit/1edb8d1cfb963e72a12412990fb9170936c9904c), [`fbf6e32`](https://github.com/mastra-ai/mastra/commit/fbf6e324946332d0f5ed8930bf9d4d4479cefd7a), [`4753027`](https://github.com/mastra-ai/mastra/commit/4753027ee889288775c6958bdfeda03ff909af67)]:
  - @mastra/core@0.20.0

## 0.15.5-alpha.0

### Patch Changes

- Breaking change to move the agent.streamVNext/generateVNext implementation to the default stream/generate. The old stream/generate have now been moved to streamLegacy and generateLegacy ([#8097](https://github.com/mastra-ai/mastra/pull/8097))

- Updated dependencies [[`00cb6bd`](https://github.com/mastra-ai/mastra/commit/00cb6bdf78737c0fac14a5a0c7b532a11e38558a), [`869ba22`](https://github.com/mastra-ai/mastra/commit/869ba222e1d6b58fc1b65e7c9fd55ca4e01b8c2f), [`1b73665`](https://github.com/mastra-ai/mastra/commit/1b73665e8e23f5c09d49fcf3e7d709c75259259e), [`f7d7475`](https://github.com/mastra-ai/mastra/commit/f7d747507341aef60ed39e4b49318db1f86034a6), [`084b77b`](https://github.com/mastra-ai/mastra/commit/084b77b2955960e0190af8db3f77138aa83ed65c), [`a93ff84`](https://github.com/mastra-ai/mastra/commit/a93ff84b5e1af07ee236ac8873dac9b49aa5d501), [`bc5aacb`](https://github.com/mastra-ai/mastra/commit/bc5aacb646d468d325327e36117129f28cd13bf6), [`6b5af12`](https://github.com/mastra-ai/mastra/commit/6b5af12ce9e09066e0c32e821c203a6954498bea), [`bf60e4a`](https://github.com/mastra-ai/mastra/commit/bf60e4a89c515afd9570b7b79f33b95e7d07c397), [`d41aee5`](https://github.com/mastra-ai/mastra/commit/d41aee526d124e35f42720a08e64043229193679), [`e8fe13c`](https://github.com/mastra-ai/mastra/commit/e8fe13c4b4c255a42520127797ec394310f7c919), [`3ca833d`](https://github.com/mastra-ai/mastra/commit/3ca833dc994c38e3c9b4f9b4478a61cd8e07b32a), [`1edb8d1`](https://github.com/mastra-ai/mastra/commit/1edb8d1cfb963e72a12412990fb9170936c9904c), [`fbf6e32`](https://github.com/mastra-ai/mastra/commit/fbf6e324946332d0f5ed8930bf9d4d4479cefd7a), [`4753027`](https://github.com/mastra-ai/mastra/commit/4753027ee889288775c6958bdfeda03ff909af67)]:
  - @mastra/core@0.20.0-alpha.0

## 0.15.4

### Patch Changes

- Update peer deps ([#8154](https://github.com/mastra-ai/mastra/pull/8154))

- Updated dependencies [[`dc099b4`](https://github.com/mastra-ai/mastra/commit/dc099b40fb31147ba3f362f98d991892033c4c67), [`504438b`](https://github.com/mastra-ai/mastra/commit/504438b961bde211071186bba63a842c4e3db879), [`b342a68`](https://github.com/mastra-ai/mastra/commit/b342a68e1399cf1ece9ba11bda112db89d21118c), [`a7243e2`](https://github.com/mastra-ai/mastra/commit/a7243e2e58762667a6e3921e755e89d6bb0a3282), [`7fceb0a`](https://github.com/mastra-ai/mastra/commit/7fceb0a327d678e812f90f5387c5bc4f38bd039e), [`303a9c0`](https://github.com/mastra-ai/mastra/commit/303a9c0d7dd58795915979f06a0512359e4532fb), [`df64f9e`](https://github.com/mastra-ai/mastra/commit/df64f9ef814916fff9baedd861c988084e7c41de), [`370f8a6`](https://github.com/mastra-ai/mastra/commit/370f8a6480faec70fef18d72e5f7538f27004301), [`809eea0`](https://github.com/mastra-ai/mastra/commit/809eea092fa80c3f69b9eaf078d843b57fd2a88e), [`683e5a1`](https://github.com/mastra-ai/mastra/commit/683e5a1466e48b686825b2c11f84680f296138e4), [`3679378`](https://github.com/mastra-ai/mastra/commit/3679378673350aa314741dc826f837b1984149bc), [`7775bc2`](https://github.com/mastra-ai/mastra/commit/7775bc20bb1ad1ab24797fb420e4f96c65b0d8ec), [`623ffaf`](https://github.com/mastra-ai/mastra/commit/623ffaf2d969e11e99a0224633cf7b5a0815c857), [`9fc1613`](https://github.com/mastra-ai/mastra/commit/9fc16136400186648880fd990119ac15f7c02ee4), [`61f62aa`](https://github.com/mastra-ai/mastra/commit/61f62aa31bc88fe4ddf8da6240dbcfbeb07358bd), [`db1891a`](https://github.com/mastra-ai/mastra/commit/db1891a4707443720b7cd8a260dc7e1d49b3609c), [`e8f379d`](https://github.com/mastra-ai/mastra/commit/e8f379d390efa264c4e0874f9ac0cf8839b07777), [`652066b`](https://github.com/mastra-ai/mastra/commit/652066bd1efc6bb6813ba950ed1d7573e8b7d9d4), [`3e292ba`](https://github.com/mastra-ai/mastra/commit/3e292ba00837886d5d68a34cbc0d9b703c991883), [`418c136`](https://github.com/mastra-ai/mastra/commit/418c1366843d88e491bca3f87763899ce855ca29), [`ea8d386`](https://github.com/mastra-ai/mastra/commit/ea8d386cd8c5593664515fd5770c06bf2aa980ef), [`67b0f00`](https://github.com/mastra-ai/mastra/commit/67b0f005b520335c71fb85cbaa25df4ce8484a81), [`c2a4919`](https://github.com/mastra-ai/mastra/commit/c2a4919ba6797d8bdb1509e02287496eef69303e), [`c84b7d0`](https://github.com/mastra-ai/mastra/commit/c84b7d093c4657772140cbfd2b15ef72f3315ed5), [`0130986`](https://github.com/mastra-ai/mastra/commit/0130986fc62d0edcc626dd593282661dbb9af141)]:
  - @mastra/core@0.19.0

## 0.15.4-alpha.0

### Patch Changes

- Update peer deps ([#8154](https://github.com/mastra-ai/mastra/pull/8154))

- Updated dependencies [[`504438b`](https://github.com/mastra-ai/mastra/commit/504438b961bde211071186bba63a842c4e3db879), [`a7243e2`](https://github.com/mastra-ai/mastra/commit/a7243e2e58762667a6e3921e755e89d6bb0a3282), [`7fceb0a`](https://github.com/mastra-ai/mastra/commit/7fceb0a327d678e812f90f5387c5bc4f38bd039e), [`df64f9e`](https://github.com/mastra-ai/mastra/commit/df64f9ef814916fff9baedd861c988084e7c41de), [`809eea0`](https://github.com/mastra-ai/mastra/commit/809eea092fa80c3f69b9eaf078d843b57fd2a88e), [`683e5a1`](https://github.com/mastra-ai/mastra/commit/683e5a1466e48b686825b2c11f84680f296138e4), [`3679378`](https://github.com/mastra-ai/mastra/commit/3679378673350aa314741dc826f837b1984149bc), [`7775bc2`](https://github.com/mastra-ai/mastra/commit/7775bc20bb1ad1ab24797fb420e4f96c65b0d8ec), [`db1891a`](https://github.com/mastra-ai/mastra/commit/db1891a4707443720b7cd8a260dc7e1d49b3609c), [`e8f379d`](https://github.com/mastra-ai/mastra/commit/e8f379d390efa264c4e0874f9ac0cf8839b07777), [`652066b`](https://github.com/mastra-ai/mastra/commit/652066bd1efc6bb6813ba950ed1d7573e8b7d9d4), [`ea8d386`](https://github.com/mastra-ai/mastra/commit/ea8d386cd8c5593664515fd5770c06bf2aa980ef), [`c2a4919`](https://github.com/mastra-ai/mastra/commit/c2a4919ba6797d8bdb1509e02287496eef69303e), [`0130986`](https://github.com/mastra-ai/mastra/commit/0130986fc62d0edcc626dd593282661dbb9af141)]:
  - @mastra/core@0.19.0-alpha.1

## 0.15.3

### Patch Changes

- dependencies updates: ([#8088](https://github.com/mastra-ai/mastra/pull/8088))
  - Updated dependency [`@upstash/redis@^1.35.4` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.4) (from `^1.35.3`, in `dependencies`)

- Fix PostgreSQL vector index recreation issue and add optional index configuration ([#8020](https://github.com/mastra-ai/mastra/pull/8020))
  - Fixed critical bug where memory vector indexes were unnecessarily recreated on every operation
  - Added support for configuring vector index types (HNSW, IVFFlat, flat) and parameters

- Update Peerdeps for packages based on core minor bump ([#8025](https://github.com/mastra-ai/mastra/pull/8025))

- Updated dependencies [[`cf34503`](https://github.com/mastra-ai/mastra/commit/cf345031de4e157f29087946449e60b965e9c8a9), [`6b4b1e4`](https://github.com/mastra-ai/mastra/commit/6b4b1e4235428d39e51cbda9832704c0ba70ab32), [`b61b8e0`](https://github.com/mastra-ai/mastra/commit/b61b8e0b0e93a7e6e9d82e6f0b620bb919a20bdb), [`3469fca`](https://github.com/mastra-ai/mastra/commit/3469fca7bb7e5e19369ff9f7044716a5e4b02585), [`a61f23f`](https://github.com/mastra-ai/mastra/commit/a61f23fbbca4b88b763d94f1d784c47895ed72d7), [`4b339b8`](https://github.com/mastra-ai/mastra/commit/4b339b8141c20d6a6d80583c7e8c5c05d8c19492), [`d1dc606`](https://github.com/mastra-ai/mastra/commit/d1dc6067b0557a71190b68d56ee15b48c26d2411), [`c45298a`](https://github.com/mastra-ai/mastra/commit/c45298a0a0791db35cf79f1199d77004da0704cb), [`c4a8204`](https://github.com/mastra-ai/mastra/commit/c4a82046bfd241d6044e234bc5917d5a01fe6b55), [`d3bd4d4`](https://github.com/mastra-ai/mastra/commit/d3bd4d482a685bbb67bfa89be91c90dca3fa71ad), [`c591dfc`](https://github.com/mastra-ai/mastra/commit/c591dfc1e600fae1dedffe239357d250e146378f), [`1920c5c`](https://github.com/mastra-ai/mastra/commit/1920c5c6d666f687785c73021196aa551e579e0d), [`b6a3b65`](https://github.com/mastra-ai/mastra/commit/b6a3b65d830fa0ca7754ad6481661d1f2c878f21), [`af3abb6`](https://github.com/mastra-ai/mastra/commit/af3abb6f7c7585d856e22d27f4e7d2ece2186b9a)]:
  - @mastra/core@0.18.0
  - @mastra/schema-compat@0.11.4

## 0.15.3-alpha.1

### Patch Changes

- dependencies updates: ([#8088](https://github.com/mastra-ai/mastra/pull/8088))
  - Updated dependency [`@upstash/redis@^1.35.4` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.4) (from `^1.35.3`, in `dependencies`)

- Fix PostgreSQL vector index recreation issue and add optional index configuration ([#8020](https://github.com/mastra-ai/mastra/pull/8020))
  - Fixed critical bug where memory vector indexes were unnecessarily recreated on every operation
  - Added support for configuring vector index types (HNSW, IVFFlat, flat) and parameters

- Updated dependencies [[`b61b8e0`](https://github.com/mastra-ai/mastra/commit/b61b8e0b0e93a7e6e9d82e6f0b620bb919a20bdb), [`4b339b8`](https://github.com/mastra-ai/mastra/commit/4b339b8141c20d6a6d80583c7e8c5c05d8c19492), [`c591dfc`](https://github.com/mastra-ai/mastra/commit/c591dfc1e600fae1dedffe239357d250e146378f), [`1920c5c`](https://github.com/mastra-ai/mastra/commit/1920c5c6d666f687785c73021196aa551e579e0d), [`b6a3b65`](https://github.com/mastra-ai/mastra/commit/b6a3b65d830fa0ca7754ad6481661d1f2c878f21), [`af3abb6`](https://github.com/mastra-ai/mastra/commit/af3abb6f7c7585d856e22d27f4e7d2ece2186b9a)]:
  - @mastra/schema-compat@0.11.4-alpha.0
  - @mastra/core@0.18.0-alpha.3

## 0.15.3-alpha.0

### Patch Changes

- Update Peerdeps for packages based on core minor bump ([#8025](https://github.com/mastra-ai/mastra/pull/8025))

- Updated dependencies [[`cf34503`](https://github.com/mastra-ai/mastra/commit/cf345031de4e157f29087946449e60b965e9c8a9), [`6b4b1e4`](https://github.com/mastra-ai/mastra/commit/6b4b1e4235428d39e51cbda9832704c0ba70ab32), [`3469fca`](https://github.com/mastra-ai/mastra/commit/3469fca7bb7e5e19369ff9f7044716a5e4b02585), [`c4a8204`](https://github.com/mastra-ai/mastra/commit/c4a82046bfd241d6044e234bc5917d5a01fe6b55)]:
  - @mastra/core@0.18.0-alpha.2

## 0.15.2

### Patch Changes

- clean up console logs in monorepo ([#7926](https://github.com/mastra-ai/mastra/pull/7926))

- Update dependencies ai-v5 and @ai-sdk/provider-utils-v5 to latest ([#7884](https://github.com/mastra-ai/mastra/pull/7884))

- Update peerdep of @mastra/core ([#7619](https://github.com/mastra-ai/mastra/pull/7619))

- Update package.json and README ([#7886](https://github.com/mastra-ai/mastra/pull/7886))

- Updated dependencies [[`197cbb2`](https://github.com/mastra-ai/mastra/commit/197cbb248fc8cb4bbf61bf70b770f1388b445df2), [`a1bb887`](https://github.com/mastra-ai/mastra/commit/a1bb887e8bfae44230f487648da72e96ef824561), [`6590763`](https://github.com/mastra-ai/mastra/commit/65907630ef4bf4127067cecd1cb21b56f55d5f1b), [`fb84c21`](https://github.com/mastra-ai/mastra/commit/fb84c21859d09bdc8f158bd5412bdc4b5835a61c), [`5802bf5`](https://github.com/mastra-ai/mastra/commit/5802bf57f6182e4b67c28d7d91abed349a8d14f3), [`5bda53a`](https://github.com/mastra-ai/mastra/commit/5bda53a9747bfa7d876d754fc92c83a06e503f62), [`c2eade3`](https://github.com/mastra-ai/mastra/commit/c2eade3508ef309662f065e5f340d7840295dd53), [`f26a8fd`](https://github.com/mastra-ai/mastra/commit/f26a8fd99fcb0497a5d86c28324430d7f6a5fb83), [`222965a`](https://github.com/mastra-ai/mastra/commit/222965a98ce8197b86673ec594244650b5960257), [`6047778`](https://github.com/mastra-ai/mastra/commit/6047778e501df460648f31decddf8e443f36e373), [`a0f5f1c`](https://github.com/mastra-ai/mastra/commit/a0f5f1ca39c3c5c6d26202e9fcab986b4fe14568), [`9d4fc09`](https://github.com/mastra-ai/mastra/commit/9d4fc09b2ad55caa7738c7ceb3a905e454f74cdd), [`05c7abf`](https://github.com/mastra-ai/mastra/commit/05c7abfe105a015b7760c9bf33ff4419727502a0), [`0324ceb`](https://github.com/mastra-ai/mastra/commit/0324ceb8af9d16c12a531f90e575f6aab797ac81), [`d75ccf0`](https://github.com/mastra-ai/mastra/commit/d75ccf06dfd2582b916aa12624e3cd61b279edf1), [`0f9d227`](https://github.com/mastra-ai/mastra/commit/0f9d227890a98db33865abbea39daf407cd55ef7), [`b356f5f`](https://github.com/mastra-ai/mastra/commit/b356f5f7566cb3edb755d91f00b72fc1420b2a37), [`de056a0`](https://github.com/mastra-ai/mastra/commit/de056a02cbb43f6aa0380ab2150ea404af9ec0dd), [`f5ce05f`](https://github.com/mastra-ai/mastra/commit/f5ce05f831d42c69559bf4c0fdb46ccb920fc3a3), [`60c9cec`](https://github.com/mastra-ai/mastra/commit/60c9cec7048a79a87440f7840c383875bd710d93), [`c93532a`](https://github.com/mastra-ai/mastra/commit/c93532a340b80e4dd946d4c138d9381de5f70399), [`6cb1fcb`](https://github.com/mastra-ai/mastra/commit/6cb1fcbc8d0378ffed0d17784c96e68f30cb0272), [`aee4f00`](https://github.com/mastra-ai/mastra/commit/aee4f00e61e1a42e81a6d74ff149dbe69e32695a), [`9f6f30f`](https://github.com/mastra-ai/mastra/commit/9f6f30f04ec6648bbca798ea8aad59317c40d8db), [`547c621`](https://github.com/mastra-ai/mastra/commit/547c62104af3f7a551b3754e9cbdf0a3fbba15e4), [`897995e`](https://github.com/mastra-ai/mastra/commit/897995e630d572fe2891e7ede817938cabb43251), [`0fed8f2`](https://github.com/mastra-ai/mastra/commit/0fed8f2aa84b167b3415ea6f8f70755775132c8d), [`4f9ea8c`](https://github.com/mastra-ai/mastra/commit/4f9ea8c95ea74ba9abbf3b2ab6106c7d7bc45689), [`1a1fbe6`](https://github.com/mastra-ai/mastra/commit/1a1fbe66efb7d94abc373ed0dd9676adb8122454), [`d706fad`](https://github.com/mastra-ai/mastra/commit/d706fad6e6e4b72357b18d229ba38e6c913c0e70), [`87fd07f`](https://github.com/mastra-ai/mastra/commit/87fd07ff35387a38728967163460231b5d33ae3b), [`5c3768f`](https://github.com/mastra-ai/mastra/commit/5c3768fa959454232ad76715c381f4aac00c6881), [`2685a78`](https://github.com/mastra-ai/mastra/commit/2685a78f224b8b04e20d4fab5ac1adb638190071), [`36f39c0`](https://github.com/mastra-ai/mastra/commit/36f39c00dc794952dc3c11aab91c2fa8bca74b11), [`239b5a4`](https://github.com/mastra-ai/mastra/commit/239b5a497aeae2e8b4d764f46217cfff2284788e), [`8a3f5e4`](https://github.com/mastra-ai/mastra/commit/8a3f5e4212ec36b302957deb4bd47005ab598382)]:
  - @mastra/core@0.17.0

## 0.15.2-alpha.2

### Patch Changes

- clean up console logs in monorepo ([#7926](https://github.com/mastra-ai/mastra/pull/7926))

- Updated dependencies [[`197cbb2`](https://github.com/mastra-ai/mastra/commit/197cbb248fc8cb4bbf61bf70b770f1388b445df2), [`6590763`](https://github.com/mastra-ai/mastra/commit/65907630ef4bf4127067cecd1cb21b56f55d5f1b), [`c2eade3`](https://github.com/mastra-ai/mastra/commit/c2eade3508ef309662f065e5f340d7840295dd53), [`222965a`](https://github.com/mastra-ai/mastra/commit/222965a98ce8197b86673ec594244650b5960257), [`0324ceb`](https://github.com/mastra-ai/mastra/commit/0324ceb8af9d16c12a531f90e575f6aab797ac81), [`0f9d227`](https://github.com/mastra-ai/mastra/commit/0f9d227890a98db33865abbea39daf407cd55ef7), [`de056a0`](https://github.com/mastra-ai/mastra/commit/de056a02cbb43f6aa0380ab2150ea404af9ec0dd), [`c93532a`](https://github.com/mastra-ai/mastra/commit/c93532a340b80e4dd946d4c138d9381de5f70399), [`6cb1fcb`](https://github.com/mastra-ai/mastra/commit/6cb1fcbc8d0378ffed0d17784c96e68f30cb0272), [`2685a78`](https://github.com/mastra-ai/mastra/commit/2685a78f224b8b04e20d4fab5ac1adb638190071), [`239b5a4`](https://github.com/mastra-ai/mastra/commit/239b5a497aeae2e8b4d764f46217cfff2284788e)]:
  - @mastra/core@0.17.0-alpha.6

## 0.15.2-alpha.1

### Patch Changes

- Update dependencies ai-v5 and @ai-sdk/provider-utils-v5 to latest ([#7884](https://github.com/mastra-ai/mastra/pull/7884))

- Update package.json and README ([#7886](https://github.com/mastra-ai/mastra/pull/7886))

- Updated dependencies [[`fb84c21`](https://github.com/mastra-ai/mastra/commit/fb84c21859d09bdc8f158bd5412bdc4b5835a61c), [`9d4fc09`](https://github.com/mastra-ai/mastra/commit/9d4fc09b2ad55caa7738c7ceb3a905e454f74cdd), [`d75ccf0`](https://github.com/mastra-ai/mastra/commit/d75ccf06dfd2582b916aa12624e3cd61b279edf1), [`0fed8f2`](https://github.com/mastra-ai/mastra/commit/0fed8f2aa84b167b3415ea6f8f70755775132c8d), [`87fd07f`](https://github.com/mastra-ai/mastra/commit/87fd07ff35387a38728967163460231b5d33ae3b)]:
  - @mastra/core@0.17.0-alpha.4

## 0.15.2-alpha.0

### Patch Changes

- Update peerdep of @mastra/core ([#7619](https://github.com/mastra-ai/mastra/pull/7619))

- Updated dependencies [[`a1bb887`](https://github.com/mastra-ai/mastra/commit/a1bb887e8bfae44230f487648da72e96ef824561), [`a0f5f1c`](https://github.com/mastra-ai/mastra/commit/a0f5f1ca39c3c5c6d26202e9fcab986b4fe14568), [`b356f5f`](https://github.com/mastra-ai/mastra/commit/b356f5f7566cb3edb755d91f00b72fc1420b2a37), [`f5ce05f`](https://github.com/mastra-ai/mastra/commit/f5ce05f831d42c69559bf4c0fdb46ccb920fc3a3), [`9f6f30f`](https://github.com/mastra-ai/mastra/commit/9f6f30f04ec6648bbca798ea8aad59317c40d8db), [`d706fad`](https://github.com/mastra-ai/mastra/commit/d706fad6e6e4b72357b18d229ba38e6c913c0e70), [`5c3768f`](https://github.com/mastra-ai/mastra/commit/5c3768fa959454232ad76715c381f4aac00c6881), [`8a3f5e4`](https://github.com/mastra-ai/mastra/commit/8a3f5e4212ec36b302957deb4bd47005ab598382)]:
  - @mastra/core@0.17.0-alpha.3

## 0.15.1

### Patch Changes

- Updated dependencies [[`b4379f7`](https://github.com/mastra-ai/mastra/commit/b4379f703fd74474f253420e8c3a684f2c4b2f8e), [`2a6585f`](https://github.com/mastra-ai/mastra/commit/2a6585f7cb71f023f805d521d1c3c95fb9a3aa59), [`3d26e83`](https://github.com/mastra-ai/mastra/commit/3d26e8353a945719028f087cc6ac4b06f0ce27d2), [`dd9119b`](https://github.com/mastra-ai/mastra/commit/dd9119b175a8f389082f75c12750e51f96d65dca), [`d34aaa1`](https://github.com/mastra-ai/mastra/commit/d34aaa1da5d3c5f991740f59e2fe6d28d3e2dd91), [`56e55d1`](https://github.com/mastra-ai/mastra/commit/56e55d1e9eb63e7d9e41aa46e012aae471256812), [`ce1e580`](https://github.com/mastra-ai/mastra/commit/ce1e580f6391e94a0c6816a9c5db0a21566a262f), [`b2babfa`](https://github.com/mastra-ai/mastra/commit/b2babfa9e75b22f2759179e71d8473f6dc5421ed), [`d8c3ba5`](https://github.com/mastra-ai/mastra/commit/d8c3ba516f4173282d293f7e64769cfc8738d360), [`a566c4e`](https://github.com/mastra-ai/mastra/commit/a566c4e92d86c1671707c54359b1d33934f7cc13), [`af333aa`](https://github.com/mastra-ai/mastra/commit/af333aa30fe6d1b127024b03a64736c46eddeca2), [`3863c52`](https://github.com/mastra-ai/mastra/commit/3863c52d44b4e5779968b802d977e87adf939d8e), [`6424c7e`](https://github.com/mastra-ai/mastra/commit/6424c7ec38b6921d66212431db1e0958f441b2a7), [`db94750`](https://github.com/mastra-ai/mastra/commit/db94750a41fd29b43eb1f7ce8e97ba8b9978c91b), [`a66a371`](https://github.com/mastra-ai/mastra/commit/a66a3716b00553d7f01842be9deb34f720b10fab), [`779d469`](https://github.com/mastra-ai/mastra/commit/779d469366bb9f7fcb6d1638fdabb9f3acc49218), [`69fc3cd`](https://github.com/mastra-ai/mastra/commit/69fc3cd0fd814901785bdcf49bf536ab1e7fd975)]:
  - @mastra/core@0.16.3
  - @mastra/schema-compat@0.11.3

## 0.15.1-alpha.0

### Patch Changes

- Updated dependencies [[`b4379f7`](https://github.com/mastra-ai/mastra/commit/b4379f703fd74474f253420e8c3a684f2c4b2f8e), [`dd9119b`](https://github.com/mastra-ai/mastra/commit/dd9119b175a8f389082f75c12750e51f96d65dca), [`d34aaa1`](https://github.com/mastra-ai/mastra/commit/d34aaa1da5d3c5f991740f59e2fe6d28d3e2dd91), [`ce1e580`](https://github.com/mastra-ai/mastra/commit/ce1e580f6391e94a0c6816a9c5db0a21566a262f), [`b2babfa`](https://github.com/mastra-ai/mastra/commit/b2babfa9e75b22f2759179e71d8473f6dc5421ed), [`d8c3ba5`](https://github.com/mastra-ai/mastra/commit/d8c3ba516f4173282d293f7e64769cfc8738d360), [`a566c4e`](https://github.com/mastra-ai/mastra/commit/a566c4e92d86c1671707c54359b1d33934f7cc13), [`af333aa`](https://github.com/mastra-ai/mastra/commit/af333aa30fe6d1b127024b03a64736c46eddeca2), [`3863c52`](https://github.com/mastra-ai/mastra/commit/3863c52d44b4e5779968b802d977e87adf939d8e), [`6424c7e`](https://github.com/mastra-ai/mastra/commit/6424c7ec38b6921d66212431db1e0958f441b2a7), [`db94750`](https://github.com/mastra-ai/mastra/commit/db94750a41fd29b43eb1f7ce8e97ba8b9978c91b), [`a66a371`](https://github.com/mastra-ai/mastra/commit/a66a3716b00553d7f01842be9deb34f720b10fab), [`779d469`](https://github.com/mastra-ai/mastra/commit/779d469366bb9f7fcb6d1638fdabb9f3acc49218), [`69fc3cd`](https://github.com/mastra-ai/mastra/commit/69fc3cd0fd814901785bdcf49bf536ab1e7fd975)]:
  - @mastra/core@0.16.3-alpha.0
  - @mastra/schema-compat@0.11.3-alpha.0

## 0.15.0

### Minor Changes

- Update core peerdeps ([#7535](https://github.com/mastra-ai/mastra/pull/7535))

### Patch Changes

- Call getMemoryMessages even during first turn in a thread when semantic recall scope is resource ([#7529](https://github.com/mastra-ai/mastra/pull/7529))

- Updated dependencies [[`47b6dc9`](https://github.com/mastra-ai/mastra/commit/47b6dc94f4976d4f3d3882e8f19eb365bbc5976c), [`827d876`](https://github.com/mastra-ai/mastra/commit/827d8766f36a900afcaf64a040f7ba76249009b3), [`0662d02`](https://github.com/mastra-ai/mastra/commit/0662d02ef16916e67531890639fcd72c69cfb6e2), [`565d65f`](https://github.com/mastra-ai/mastra/commit/565d65fc16314a99f081975ec92f2636dff0c86d), [`6189844`](https://github.com/mastra-ai/mastra/commit/61898448e65bda02bb814fb15801a89dc6476938), [`4da3d68`](https://github.com/mastra-ai/mastra/commit/4da3d68a778e5c4d5a17351ef223289fe2f45a45), [`fd9bbfe`](https://github.com/mastra-ai/mastra/commit/fd9bbfee22484f8493582325f53e8171bf8e682b), [`7eaf1d1`](https://github.com/mastra-ai/mastra/commit/7eaf1d1cec7e828d7a98efc2a748ac395bbdba3b), [`6f046b5`](https://github.com/mastra-ai/mastra/commit/6f046b5ccc5c8721302a9a61d5d16c12374cc8d7), [`d7a8f59`](https://github.com/mastra-ai/mastra/commit/d7a8f59154b0621aec4f41a6b2ea2b3882f03cb7), [`0b0bbb2`](https://github.com/mastra-ai/mastra/commit/0b0bbb24f4198ead69792e92b68a350f52b45cf3), [`d951f41`](https://github.com/mastra-ai/mastra/commit/d951f41771e4e5da8da4b9f870949f9509e38756), [`4dda259`](https://github.com/mastra-ai/mastra/commit/4dda2593b6343f9258671de5fb237aeba3ef6bb7), [`8049e2e`](https://github.com/mastra-ai/mastra/commit/8049e2e8cce80a00353c64894c62b695ac34e35e), [`f3427cd`](https://github.com/mastra-ai/mastra/commit/f3427cdaf9eecd63360dfc897a4acbf5f4143a4e), [`defed1c`](https://github.com/mastra-ai/mastra/commit/defed1ca8040cc8d42e645c5a50a1bc52a4918d7), [`6991ced`](https://github.com/mastra-ai/mastra/commit/6991cedcb5a44a49d9fe58ef67926e1f96ba55b1), [`9cb9c42`](https://github.com/mastra-ai/mastra/commit/9cb9c422854ee81074989dd2d8dccc0500ba8d3e), [`8334859`](https://github.com/mastra-ai/mastra/commit/83348594d4f37b311ba4a94d679c5f8721d796d4), [`05f13b8`](https://github.com/mastra-ai/mastra/commit/05f13b8fb269ccfc4de98e9db58dbe16eae55a5e)]:
  - @mastra/core@0.16.1

## 0.15.0-alpha.0

### Minor Changes

- Update core peerdeps ([#7535](https://github.com/mastra-ai/mastra/pull/7535))

### Patch Changes

- Call getMemoryMessages even during first turn in a thread when semantic recall scope is resource ([#7529](https://github.com/mastra-ai/mastra/pull/7529))

- Updated dependencies [[`0662d02`](https://github.com/mastra-ai/mastra/commit/0662d02ef16916e67531890639fcd72c69cfb6e2), [`6189844`](https://github.com/mastra-ai/mastra/commit/61898448e65bda02bb814fb15801a89dc6476938), [`d7a8f59`](https://github.com/mastra-ai/mastra/commit/d7a8f59154b0621aec4f41a6b2ea2b3882f03cb7), [`4dda259`](https://github.com/mastra-ai/mastra/commit/4dda2593b6343f9258671de5fb237aeba3ef6bb7), [`defed1c`](https://github.com/mastra-ai/mastra/commit/defed1ca8040cc8d42e645c5a50a1bc52a4918d7), [`6991ced`](https://github.com/mastra-ai/mastra/commit/6991cedcb5a44a49d9fe58ef67926e1f96ba55b1), [`9cb9c42`](https://github.com/mastra-ai/mastra/commit/9cb9c422854ee81074989dd2d8dccc0500ba8d3e), [`8334859`](https://github.com/mastra-ai/mastra/commit/83348594d4f37b311ba4a94d679c5f8721d796d4)]:
  - @mastra/core@0.16.1-alpha.0

## 0.14.4

### Patch Changes

- 376913a: Update peerdeps
- 38020d5: Fix memory pagination not working when using query() method

  The Memory.query() method was ignoring pagination parameters in the selectBy option, always returning all messages instead of the requested page. This fix ensures pagination works correctly by using storage.getMessagesPaginated() when pagination is requested, while maintaining backward compatibility with storage.getMessages() for non-paginated queries.

- Updated dependencies [8fbf79e]
- Updated dependencies [fd83526]
- Updated dependencies [d0b90ab]
- Updated dependencies [6f5eb7a]
- Updated dependencies [a01cf14]
- Updated dependencies [a9e50ee]
- Updated dependencies [5397eb4]
- Updated dependencies [c9f4e4a]
- Updated dependencies [0acbc80]
  - @mastra/core@0.16.0

## 0.14.4-alpha.0

### Patch Changes

- 376913a: Update peerdeps
- 38020d5: Fix memory pagination not working when using query() method

  The Memory.query() method was ignoring pagination parameters in the selectBy option, always returning all messages instead of the requested page. This fix ensures pagination works correctly by using storage.getMessagesPaginated() when pagination is requested, while maintaining backward compatibility with storage.getMessages() for non-paginated queries.

- Updated dependencies [8fbf79e]
  - @mastra/core@0.16.0-alpha.1

## 0.14.3

### Patch Changes

- ab48c97: dependencies updates:
  - Updated dependency [`zod-to-json-schema@^3.24.6` ↗︎](https://www.npmjs.com/package/zod-to-json-schema/v/3.24.6) (from `^3.24.5`, in `dependencies`)
- de3cbc6: Update the `package.json` file to include additional fields like `repository`, `homepage` or `files`.
- a5632dd: Deprecate integrations in favor of mcp
- f0dfcac: updated core peerdep
- 0ce418a: upgrade ai v5 versions to latest for core and memory
- Updated dependencies [ab48c97]
- Updated dependencies [ab48c97]
- Updated dependencies [85ef90b]
- Updated dependencies [aedbbfa]
- Updated dependencies [ff89505]
- Updated dependencies [637f323]
- Updated dependencies [de3cbc6]
- Updated dependencies [c19bcf7]
- Updated dependencies [4474d04]
- Updated dependencies [183dc95]
- Updated dependencies [a1111e2]
- Updated dependencies [b42a961]
- Updated dependencies [61debef]
- Updated dependencies [9beaeff]
- Updated dependencies [29de0e1]
- Updated dependencies [f643c65]
- Updated dependencies [00c74e7]
- Updated dependencies [fef7375]
- Updated dependencies [e3d8fea]
- Updated dependencies [45e4d39]
- Updated dependencies [9eee594]
- Updated dependencies [7149d8d]
- Updated dependencies [822c2e8]
- Updated dependencies [979912c]
- Updated dependencies [7dcf4c0]
- Updated dependencies [4106a58]
- Updated dependencies [ad78bfc]
- Updated dependencies [0302f50]
- Updated dependencies [6ac697e]
- Updated dependencies [74db265]
- Updated dependencies [0ce418a]
- Updated dependencies [af90672]
- Updated dependencies [8387952]
- Updated dependencies [7f3b8da]
- Updated dependencies [905352b]
- Updated dependencies [599d04c]
- Updated dependencies [56041d0]
- Updated dependencies [3412597]
- Updated dependencies [5eca5d2]
- Updated dependencies [f2cda47]
- Updated dependencies [5de1555]
- Updated dependencies [cfd377a]
- Updated dependencies [1ed5a3e]
  - @mastra/core@0.15.3
  - @mastra/schema-compat@0.11.2

## 0.14.3-alpha.4

### Patch Changes

- [#7394](https://github.com/mastra-ai/mastra/pull/7394) [`f0dfcac`](https://github.com/mastra-ai/mastra/commit/f0dfcac4458bdf789b975e2d63e984f5d1e7c4d3) Thanks [@NikAiyer](https://github.com/NikAiyer)! - updated core peerdep

- Updated dependencies [[`7149d8d`](https://github.com/mastra-ai/mastra/commit/7149d8d4bdc1edf0008e0ca9b7925eb0b8b60dbe)]:
  - @mastra/core@0.15.3-alpha.7

## 0.14.3-alpha.3

### Patch Changes

- [#7360](https://github.com/mastra-ai/mastra/pull/7360) [`a5632dd`](https://github.com/mastra-ai/mastra/commit/a5632dd316a6246666662705404bda570b070af1) Thanks [@wardpeet](https://github.com/wardpeet)! - Deprecate integrations in favor of mcp

- Updated dependencies [[`c19bcf7`](https://github.com/mastra-ai/mastra/commit/c19bcf7b43542b02157b5e17303e519933a153ab), [`b42a961`](https://github.com/mastra-ai/mastra/commit/b42a961a5aefd19d6e938a7705fc0ecc90e8f756), [`45e4d39`](https://github.com/mastra-ai/mastra/commit/45e4d391a2a09fc70c48e4d60f505586ada1ba0e), [`0302f50`](https://github.com/mastra-ai/mastra/commit/0302f50861a53c66ff28801fc371b37c5f97e41e), [`74db265`](https://github.com/mastra-ai/mastra/commit/74db265b96aa01a72ffd91dcae0bc3b346cca0f2), [`7f3b8da`](https://github.com/mastra-ai/mastra/commit/7f3b8da6dd21c35d3672e44b4f5dd3502b8f8f92), [`905352b`](https://github.com/mastra-ai/mastra/commit/905352bcda134552400eb252bca1cb05a7975c14), [`f2cda47`](https://github.com/mastra-ai/mastra/commit/f2cda47ae911038c5d5489f54c36517d6f15bdcc), [`cfd377a`](https://github.com/mastra-ai/mastra/commit/cfd377a3a33a9c88b644f6540feed9cd9832db47)]:
  - @mastra/core@0.15.3-alpha.6
  - @mastra/schema-compat@0.11.2-alpha.3

## 0.14.3-alpha.2

### Patch Changes

- [#7343](https://github.com/mastra-ai/mastra/pull/7343) [`de3cbc6`](https://github.com/mastra-ai/mastra/commit/de3cbc61079211431bd30487982ea3653517278e) Thanks [@LekoArts](https://github.com/LekoArts)! - Update the `package.json` file to include additional fields like `repository`, `homepage` or `files`.

- Updated dependencies [[`85ef90b`](https://github.com/mastra-ai/mastra/commit/85ef90bb2cd4ae4df855c7ac175f7d392c55c1bf), [`de3cbc6`](https://github.com/mastra-ai/mastra/commit/de3cbc61079211431bd30487982ea3653517278e)]:
  - @mastra/core@0.15.3-alpha.5
  - @mastra/schema-compat@0.11.2-alpha.2

## 0.14.3-alpha.1

### Patch Changes

- [#5816](https://github.com/mastra-ai/mastra/pull/5816) [`ab48c97`](https://github.com/mastra-ai/mastra/commit/ab48c979098ea571faf998a55d3a00e7acd7a715) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`zod-to-json-schema@^3.24.6` ↗︎](https://www.npmjs.com/package/zod-to-json-schema/v/3.24.6) (from `^3.24.5`, in `dependencies`)

- [#7219](https://github.com/mastra-ai/mastra/pull/7219) [`0ce418a`](https://github.com/mastra-ai/mastra/commit/0ce418a1ccaa5e125d4483a9651b635046152569) Thanks [@NikAiyer](https://github.com/NikAiyer)! - upgrade ai v5 versions to latest for core and memory

- Updated dependencies [[`ab48c97`](https://github.com/mastra-ai/mastra/commit/ab48c979098ea571faf998a55d3a00e7acd7a715), [`ab48c97`](https://github.com/mastra-ai/mastra/commit/ab48c979098ea571faf998a55d3a00e7acd7a715), [`ff89505`](https://github.com/mastra-ai/mastra/commit/ff895057c8c7e91a5535faef46c5e5391085ddfa), [`183dc95`](https://github.com/mastra-ai/mastra/commit/183dc95596f391b977bd1a2c050b8498dac74891), [`a1111e2`](https://github.com/mastra-ai/mastra/commit/a1111e24e705488adfe5e0a6f20c53bddf26cb22), [`61debef`](https://github.com/mastra-ai/mastra/commit/61debefd80ad3a7ed5737e19df6a23d40091689a), [`9beaeff`](https://github.com/mastra-ai/mastra/commit/9beaeffa4a97b1d5fd01a7f8af8708b16067f67c), [`9eee594`](https://github.com/mastra-ai/mastra/commit/9eee594e35e0ca2a650fcc33fa82009a142b9ed0), [`979912c`](https://github.com/mastra-ai/mastra/commit/979912cfd180aad53287cda08af771df26454e2c), [`7dcf4c0`](https://github.com/mastra-ai/mastra/commit/7dcf4c04f44d9345b1f8bc5d41eae3f11ac61611), [`ad78bfc`](https://github.com/mastra-ai/mastra/commit/ad78bfc4ea6a1fff140432bf4f638e01af7af668), [`0ce418a`](https://github.com/mastra-ai/mastra/commit/0ce418a1ccaa5e125d4483a9651b635046152569), [`8387952`](https://github.com/mastra-ai/mastra/commit/838795227b4edf758c84a2adf6f7fba206c27719), [`5eca5d2`](https://github.com/mastra-ai/mastra/commit/5eca5d2655788863ea0442a46c9ef5d3c6dbe0a8)]:
  - @mastra/core@0.15.3-alpha.4
  - @mastra/schema-compat@0.11.2-alpha.1

## 0.14.3-alpha.0

### Patch Changes

- Updated dependencies [[`637f323`](https://github.com/mastra-ai/mastra/commit/637f32371d79a8f78c52c0d53411af0915fcec67), [`29de0e1`](https://github.com/mastra-ai/mastra/commit/29de0e1b0a7173317ae7d1ab0c0993167c659f2b), [`6ac697e`](https://github.com/mastra-ai/mastra/commit/6ac697edcc2435482c247cba615277ec4765dcc4)]:
  - @mastra/schema-compat@0.11.2-alpha.0
  - @mastra/core@0.15.3-alpha.1

## 0.14.2

### Patch Changes

- [`c6113ed`](https://github.com/mastra-ai/mastra/commit/c6113ed7f9df297e130d94436ceee310273d6430) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix peerdpes for @mastra/core

- Updated dependencies [[`c6113ed`](https://github.com/mastra-ai/mastra/commit/c6113ed7f9df297e130d94436ceee310273d6430)]:
  - @mastra/schema-compat@0.11.1
  - @mastra/core@0.15.2

## 0.14.1

### Patch Changes

- [`95b2aa9`](https://github.com/mastra-ai/mastra/commit/95b2aa908230919e67efcac0d69005a2d5745298) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix peerdeps @mastra/core

- Updated dependencies []:
  - @mastra/core@0.15.1

## 0.14.0

### Minor Changes

- [#7028](https://github.com/mastra-ai/mastra/pull/7028) [`da58ccc`](https://github.com/mastra-ai/mastra/commit/da58ccc1f2ac33da0cb97b00443fc6208b45bdec) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump core peerdependency

- [#7032](https://github.com/mastra-ai/mastra/pull/7032) [`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump zod peerdep to 3.25.0 to support both v3/v4

### Patch Changes

- [#6933](https://github.com/mastra-ai/mastra/pull/6933) [`bf504a8`](https://github.com/mastra-ai/mastra/commit/bf504a833051f6f321d832cc7d631f3cb86d657b) Thanks [@NikAiyer](https://github.com/NikAiyer)! - Add util functions for workflow server handlers and made processor process function async

- [#6996](https://github.com/mastra-ai/mastra/pull/6996) [`24d9ee3`](https://github.com/mastra-ai/mastra/commit/24d9ee3db1c09d15f27a5d0971b102abcfcf7dfd) Thanks [@wardpeet](https://github.com/wardpeet)! - Improve type resolving

- [#6942](https://github.com/mastra-ai/mastra/pull/6942) [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01) Thanks [@wardpeet](https://github.com/wardpeet)! - Add zod as peerdeps for all packages

- Updated dependencies [[`0778757`](https://github.com/mastra-ai/mastra/commit/07787570e4addbd501522037bd2542c3d9e26822), [`943a7f3`](https://github.com/mastra-ai/mastra/commit/943a7f3dbc6a8ab3f9b7bc7c8a1c5b319c3d7f56), [`bf504a8`](https://github.com/mastra-ai/mastra/commit/bf504a833051f6f321d832cc7d631f3cb86d657b), [`be49354`](https://github.com/mastra-ai/mastra/commit/be493546dca540101923ec700feb31f9a13939f2), [`d591ab3`](https://github.com/mastra-ai/mastra/commit/d591ab3ecc985c1870c0db347f8d7a20f7360536), [`da58ccc`](https://github.com/mastra-ai/mastra/commit/da58ccc1f2ac33da0cb97b00443fc6208b45bdec), [`ba82abe`](https://github.com/mastra-ai/mastra/commit/ba82abe76e869316bb5a9c95e8ea3946f3436fae), [`727f7e5`](https://github.com/mastra-ai/mastra/commit/727f7e5086e62e0dfe3356fb6dcd8bcb420af246), [`94e9f54`](https://github.com/mastra-ai/mastra/commit/94e9f547d66ef7cd01d9075ab53b5ca9a1cae100), [`e6f5046`](https://github.com/mastra-ai/mastra/commit/e6f50467aff317e67e8bd74c485c3fbe2a5a6db1), [`82d9f64`](https://github.com/mastra-ai/mastra/commit/82d9f647fbe4f0177320e7c05073fce88599aa95), [`2e58325`](https://github.com/mastra-ai/mastra/commit/2e58325beb170f5b92f856e27d915cd26917e5e6), [`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c), [`4189486`](https://github.com/mastra-ai/mastra/commit/4189486c6718fda78347bdf4ce4d3fc33b2236e1), [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01), [`a93f3ba`](https://github.com/mastra-ai/mastra/commit/a93f3ba05eef4cf17f876d61d29cf0841a9e70b7), [`9613558`](https://github.com/mastra-ai/mastra/commit/9613558e6475f4710e05d1be7553a32ee7bddc20)]:
  - @mastra/core@0.15.0
  - @mastra/schema-compat@0.11.0

## 0.14.0-alpha.3

### Minor Changes

- [#7032](https://github.com/mastra-ai/mastra/pull/7032) [`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump zod peerdep to 3.25.0 to support both v3/v4

### Patch Changes

- Updated dependencies [[`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c)]:
  - @mastra/schema-compat@0.11.0-alpha.2
  - @mastra/core@0.15.0-alpha.4

## 0.14.0-alpha.2

### Minor Changes

- [#7028](https://github.com/mastra-ai/mastra/pull/7028) [`da58ccc`](https://github.com/mastra-ai/mastra/commit/da58ccc1f2ac33da0cb97b00443fc6208b45bdec) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump core peerdependency

### Patch Changes

- Updated dependencies [[`da58ccc`](https://github.com/mastra-ai/mastra/commit/da58ccc1f2ac33da0cb97b00443fc6208b45bdec)]:
  - @mastra/schema-compat@0.10.6-alpha.1
  - @mastra/core@0.15.0-alpha.3

## 0.13.2-alpha.1

### Patch Changes

- [#6996](https://github.com/mastra-ai/mastra/pull/6996) [`24d9ee3`](https://github.com/mastra-ai/mastra/commit/24d9ee3db1c09d15f27a5d0971b102abcfcf7dfd) Thanks [@wardpeet](https://github.com/wardpeet)! - Improve type resolving

- [#6942](https://github.com/mastra-ai/mastra/pull/6942) [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01) Thanks [@wardpeet](https://github.com/wardpeet)! - Add zod as peerdeps for all packages

- Updated dependencies [[`943a7f3`](https://github.com/mastra-ai/mastra/commit/943a7f3dbc6a8ab3f9b7bc7c8a1c5b319c3d7f56), [`be49354`](https://github.com/mastra-ai/mastra/commit/be493546dca540101923ec700feb31f9a13939f2), [`d591ab3`](https://github.com/mastra-ai/mastra/commit/d591ab3ecc985c1870c0db347f8d7a20f7360536), [`ba82abe`](https://github.com/mastra-ai/mastra/commit/ba82abe76e869316bb5a9c95e8ea3946f3436fae), [`727f7e5`](https://github.com/mastra-ai/mastra/commit/727f7e5086e62e0dfe3356fb6dcd8bcb420af246), [`94e9f54`](https://github.com/mastra-ai/mastra/commit/94e9f547d66ef7cd01d9075ab53b5ca9a1cae100), [`82d9f64`](https://github.com/mastra-ai/mastra/commit/82d9f647fbe4f0177320e7c05073fce88599aa95), [`4189486`](https://github.com/mastra-ai/mastra/commit/4189486c6718fda78347bdf4ce4d3fc33b2236e1), [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01), [`a93f3ba`](https://github.com/mastra-ai/mastra/commit/a93f3ba05eef4cf17f876d61d29cf0841a9e70b7)]:
  - @mastra/core@0.14.2-alpha.1
  - @mastra/schema-compat@0.10.6-alpha.0

## 0.13.2-alpha.0

### Patch Changes

- [#6933](https://github.com/mastra-ai/mastra/pull/6933) [`bf504a8`](https://github.com/mastra-ai/mastra/commit/bf504a833051f6f321d832cc7d631f3cb86d657b) Thanks [@NikAiyer](https://github.com/NikAiyer)! - Add util functions for workflow server handlers and made processor process function async

- Updated dependencies [[`0778757`](https://github.com/mastra-ai/mastra/commit/07787570e4addbd501522037bd2542c3d9e26822), [`bf504a8`](https://github.com/mastra-ai/mastra/commit/bf504a833051f6f321d832cc7d631f3cb86d657b), [`e6f5046`](https://github.com/mastra-ai/mastra/commit/e6f50467aff317e67e8bd74c485c3fbe2a5a6db1), [`9613558`](https://github.com/mastra-ai/mastra/commit/9613558e6475f4710e05d1be7553a32ee7bddc20)]:
  - @mastra/core@0.14.2-alpha.0

## 0.13.1

### Patch Changes

- [#6919](https://github.com/mastra-ai/mastra/pull/6919) [`6e7e120`](https://github.com/mastra-ai/mastra/commit/6e7e1207d6e8d8b838f9024f90bd10df1181ba27) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`ai@^4.3.19` ↗︎](https://www.npmjs.com/package/ai/v/4.3.19) (from `^4.3.16`, in `dependencies`)
  - Updated dependency [`ai-v5@npm:ai@5.0.15` ↗︎](https://www.npmjs.com/package/ai-v5/v/5.0.15) (from `npm:ai@5.0.0`, in `dependencies`)

- [#6921](https://github.com/mastra-ai/mastra/pull/6921) [`c4f2605`](https://github.com/mastra-ai/mastra/commit/c4f2605fa00e796a26c6f5fc3cf8f5552f77d617) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`redis@^5.8.2` ↗︎](https://www.npmjs.com/package/redis/v/5.8.2) (from `^5.8.1`, in `dependencies`)
- Updated dependencies [[`6e7e120`](https://github.com/mastra-ai/mastra/commit/6e7e1207d6e8d8b838f9024f90bd10df1181ba27), [`0f00e17`](https://github.com/mastra-ai/mastra/commit/0f00e172953ccdccadb35ed3d70f5e4d89115869), [`217cd7a`](https://github.com/mastra-ai/mastra/commit/217cd7a4ce171e9a575c41bb8c83300f4db03236), [`a5a23d9`](https://github.com/mastra-ai/mastra/commit/a5a23d981920d458dc6078919992a5338931ef02)]:
  - @mastra/core@0.14.1

## 0.13.1-alpha.0

### Patch Changes

- [#6919](https://github.com/mastra-ai/mastra/pull/6919) [`6e7e120`](https://github.com/mastra-ai/mastra/commit/6e7e1207d6e8d8b838f9024f90bd10df1181ba27) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`ai@^4.3.19` ↗︎](https://www.npmjs.com/package/ai/v/4.3.19) (from `^4.3.16`, in `dependencies`)
  - Updated dependency [`ai-v5@npm:ai@5.0.15` ↗︎](https://www.npmjs.com/package/ai-v5/v/5.0.15) (from `npm:ai@5.0.0`, in `dependencies`)

- [#6921](https://github.com/mastra-ai/mastra/pull/6921) [`c4f2605`](https://github.com/mastra-ai/mastra/commit/c4f2605fa00e796a26c6f5fc3cf8f5552f77d617) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`redis@^5.8.2` ↗︎](https://www.npmjs.com/package/redis/v/5.8.2) (from `^5.8.1`, in `dependencies`)
- Updated dependencies [[`6e7e120`](https://github.com/mastra-ai/mastra/commit/6e7e1207d6e8d8b838f9024f90bd10df1181ba27), [`a5a23d9`](https://github.com/mastra-ai/mastra/commit/a5a23d981920d458dc6078919992a5338931ef02)]:
  - @mastra/core@0.14.1-alpha.0

## 0.13.0

### Minor Changes

- 03997ae: Update peer deps of core

### Patch Changes

- 8a41506: dependencies updates:
  - Updated dependency [`redis@^5.8.1` ↗︎](https://www.npmjs.com/package/redis/v/5.8.1) (from `^5.8.0`, in `dependencies`)
- 2454423: Agentic loop and streaming workflow: generateVNext and streamVNext
- Updated dependencies [227c7e6]
- Updated dependencies [12cae67]
- Updated dependencies [fd3a3eb]
- Updated dependencies [6faaee5]
- Updated dependencies [4232b14]
- Updated dependencies [a89de7e]
- Updated dependencies [5a37d0c]
- Updated dependencies [4bde0cb]
- Updated dependencies [cf4f357]
- Updated dependencies [ad888a2]
- Updated dependencies [481751d]
- Updated dependencies [2454423]
- Updated dependencies [194e395]
- Updated dependencies [a722c0b]
- Updated dependencies [c30bca8]
- Updated dependencies [3b5fec7]
- Updated dependencies [a8f129d]
  - @mastra/core@0.14.0

## 0.13.0-alpha.1

### Minor Changes

- 03997ae: Update peer deps of core

### Patch Changes

- @mastra/core@0.14.0-alpha.7

## 0.12.3-alpha.0

### Patch Changes

- 8a41506: dependencies updates:
  - Updated dependency [`redis@^5.8.1` ↗︎](https://www.npmjs.com/package/redis/v/5.8.1) (from `^5.8.0`, in `dependencies`)
- 2454423: generateVNext and streamVNext
- a741dde: generateVNext plumbing
- e2ed127: Memory tests checkin
- Updated dependencies [0a7f675]
- Updated dependencies [12cae67]
- Updated dependencies [5a37d0c]
- Updated dependencies [4bde0cb]
- Updated dependencies [1a80071]
- Updated dependencies [36a3be8]
- Updated dependencies [361757b]
- Updated dependencies [2bb9955]
- Updated dependencies [2454423]
- Updated dependencies [a44d91e]
- Updated dependencies [dfb91e9]
- Updated dependencies [a741dde]
- Updated dependencies [7cb3fc0]
- Updated dependencies [195eabb]
- Updated dependencies [b78b95b]
  - @mastra/core@0.14.0-alpha.4

## 0.12.2

### Patch Changes

- da62f49: When using a schema for working memory, make that the tools schema so the agent better understands the schema.
- 2fff911: Fix vnext working memory tool schema when model is incompatible with schema
- Updated dependencies [d5330bf]
- Updated dependencies [2e74797]
- Updated dependencies [8388649]
- Updated dependencies [a239d41]
- Updated dependencies [dd94a26]
- Updated dependencies [3ba6772]
- Updated dependencies [b5cf2a3]
- Updated dependencies [2fff911]
- Updated dependencies [b32c50d]
- Updated dependencies [63449d0]
- Updated dependencies [121a3f8]
- Updated dependencies [ec510e7]
- Updated dependencies [ae2eb63]
  - @mastra/core@0.13.2
  - @mastra/schema-compat@0.10.7

## 0.12.2-alpha.2

### Patch Changes

- Updated dependencies [d5330bf]
- Updated dependencies [a239d41]
- Updated dependencies [b32c50d]
- Updated dependencies [121a3f8]
- Updated dependencies [ec510e7]
- Updated dependencies [ae2eb63]
  - @mastra/core@0.13.2-alpha.2
  - @mastra/schema-compat@0.10.7-alpha.1

## 0.12.2-alpha.1

### Patch Changes

- da62f49: When using a schema for working memory, make that the tools schema so the agent better understands the schema.
- Updated dependencies [2e74797]
- Updated dependencies [63449d0]
  - @mastra/core@0.13.2-alpha.1

## 0.12.2-alpha.0

### Patch Changes

- 2fff911: Fix vnext working memory tool schema when model is incompatible with schema
- Updated dependencies [8388649]
- Updated dependencies [dd94a26]
- Updated dependencies [3ba6772]
- Updated dependencies [2fff911]
  - @mastra/core@0.13.2-alpha.0

## 0.12.1

### Patch Changes

- 7d53af4: dependencies updates:
  - Updated dependency [`redis@^5.7.0` ↗︎](https://www.npmjs.com/package/redis/v/5.7.0) (from `^5.6.0`, in `dependencies`)
- e1a2ef1: dependencies updates:
  - Updated dependency [`@upstash/redis@^1.35.3` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.3) (from `^1.35.1`, in `dependencies`)
- f082460: dependencies updates:
  - Updated dependency [`redis@^5.8.0` ↗︎](https://www.npmjs.com/package/redis/v/5.8.0) (from `^5.7.0`, in `dependencies`)
- e202b82: Add getThreadsByResourceIdPaginated to the Memory Class
- 4a406ec: fixes TypeScript declaration file imports to ensure proper ESM compatibility
- Updated dependencies [cb36de0]
- Updated dependencies [d0496e6]
- Updated dependencies [a82b851]
- Updated dependencies [ea0c5f2]
- Updated dependencies [41a0a0e]
- Updated dependencies [2871020]
- Updated dependencies [94f4812]
- Updated dependencies [e202b82]
- Updated dependencies [e00f6a0]
- Updated dependencies [4a406ec]
- Updated dependencies [b0e43c1]
- Updated dependencies [5d377e5]
- Updated dependencies [1fb812e]
- Updated dependencies [35c5798]
  - @mastra/core@0.13.0

## 0.12.1-alpha.2

### Patch Changes

- e1a2ef1: dependencies updates:
  - Updated dependency [`@upstash/redis@^1.35.3` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.3) (from `^1.35.1`, in `dependencies`)
- f082460: dependencies updates:
  - Updated dependency [`redis@^5.8.0` ↗︎](https://www.npmjs.com/package/redis/v/5.8.0) (from `^5.7.0`, in `dependencies`)
- 4a406ec: fixes TypeScript declaration file imports to ensure proper ESM compatibility
- Updated dependencies [cb36de0]
- Updated dependencies [a82b851]
- Updated dependencies [41a0a0e]
- Updated dependencies [2871020]
- Updated dependencies [4a406ec]
- Updated dependencies [5d377e5]
  - @mastra/core@0.13.0-alpha.2

## 0.12.1-alpha.1

### Patch Changes

- 7d53af4: dependencies updates:
  - Updated dependency [`redis@^5.7.0` ↗︎](https://www.npmjs.com/package/redis/v/5.7.0) (from `^5.6.0`, in `dependencies`)
- Updated dependencies [ea0c5f2]
- Updated dependencies [b0e43c1]
- Updated dependencies [1fb812e]
- Updated dependencies [35c5798]
  - @mastra/core@0.13.0-alpha.1

## 0.12.1-alpha.0

### Patch Changes

- e202b82: Add getThreadsByResourceIdPaginated to the Memory Class
- Updated dependencies [94f4812]
- Updated dependencies [e202b82]
- Updated dependencies [e00f6a0]
  - @mastra/core@0.12.2-alpha.0

## 0.12.0

### Minor Changes

- f42c4c2: update peer deps for packages to latest core range

### Patch Changes

- 674a348: dependencies updates:
  - Updated dependency [`@upstash/redis@^1.35.1` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.1) (from `^1.35.0`, in `dependencies`)
- cda801d: Added the ability to pass in metadata for UIMessage and MastraMessageV2 in client-js and agent.stream/generate
- ff9c125: enhance thread retrieval with sorting options in libsql and pg
- b8efbb9: feat: add flexible deleteMessages method to memory API
  - Added `memory.deleteMessages(input)` method that accepts multiple input types:
    - Single message ID as string: `deleteMessages('msg-123')`
    - Array of message IDs: `deleteMessages(['msg-1', 'msg-2'])`
    - Message object with id property: `deleteMessages({ id: 'msg-123' })`
    - Array of message objects: `deleteMessages([{ id: 'msg-1' }, { id: 'msg-2' }])`
  - Implemented in all storage adapters (LibSQL, PostgreSQL, Upstash, InMemory)
  - Added REST API endpoint: `POST /api/memory/messages/delete`
  - Updated client SDK: `thread.deleteMessages()` accepts all input types
  - Updates thread timestamps when messages are deleted
  - Added comprehensive test coverage and documentation

- ad8a1d8: Fix inheriting storage from Mastra instance in Memory
- Updated dependencies [510e2c8]
- Updated dependencies [2f72fb2]
- Updated dependencies [27cc97a]
- Updated dependencies [3f89307]
- Updated dependencies [9eda7d4]
- Updated dependencies [9d49408]
- Updated dependencies [41daa63]
- Updated dependencies [ad0a58b]
- Updated dependencies [254a36b]
- Updated dependencies [2ecf658]
- Updated dependencies [7a7754f]
- Updated dependencies [fc92d80]
- Updated dependencies [e0f73c6]
- Updated dependencies [0b89602]
- Updated dependencies [4d37822]
- Updated dependencies [23a6a7c]
- Updated dependencies [cda801d]
- Updated dependencies [a77c823]
- Updated dependencies [ff9c125]
- Updated dependencies [09bca64]
- Updated dependencies [b8efbb9]
- Updated dependencies [71466e7]
- Updated dependencies [0c99fbe]
  - @mastra/core@0.12.0

## 0.12.0-alpha.3

### Minor Changes

- f42c4c2: update peer deps for packages to latest core range

### Patch Changes

- @mastra/core@0.12.0-alpha.5

## 0.11.6-alpha.2

### Patch Changes

- ff9c125: enhance thread retrieval with sorting options in libsql and pg
- b8efbb9: feat: add flexible deleteMessages method to memory API
  - Added `memory.deleteMessages(input)` method that accepts multiple input types:
    - Single message ID as string: `deleteMessages('msg-123')`
    - Array of message IDs: `deleteMessages(['msg-1', 'msg-2'])`
    - Message object with id property: `deleteMessages({ id: 'msg-123' })`
    - Array of message objects: `deleteMessages([{ id: 'msg-1' }, { id: 'msg-2' }])`
  - Implemented in all storage adapters (LibSQL, PostgreSQL, Upstash, InMemory)
  - Added REST API endpoint: `POST /api/memory/messages/delete`
  - Updated client SDK: `thread.deleteMessages()` accepts all input types
  - Updates thread timestamps when messages are deleted
  - Added comprehensive test coverage and documentation

- Updated dependencies [27cc97a]
- Updated dependencies [41daa63]
- Updated dependencies [254a36b]
- Updated dependencies [0b89602]
- Updated dependencies [4d37822]
- Updated dependencies [ff9c125]
- Updated dependencies [b8efbb9]
- Updated dependencies [71466e7]
- Updated dependencies [0c99fbe]
  - @mastra/core@0.12.0-alpha.2

## 0.11.6-alpha.1

### Patch Changes

- cda801d: Added the ability to pass in metadata for UIMessage and MastraMessageV2 in client-js and agent.stream/generate
- Updated dependencies [e0f73c6]
- Updated dependencies [cda801d]
- Updated dependencies [a77c823]
  - @mastra/core@0.12.0-alpha.1

## 0.11.6-alpha.0

### Patch Changes

- 674a348: dependencies updates:
  - Updated dependency [`@upstash/redis@^1.35.1` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.1) (from `^1.35.0`, in `dependencies`)
- ad8a1d8: Fix inheriting storage from Mastra instance in Memory
- Updated dependencies [510e2c8]
- Updated dependencies [2f72fb2]
- Updated dependencies [3f89307]
- Updated dependencies [9eda7d4]
- Updated dependencies [9d49408]
- Updated dependencies [2ecf658]
- Updated dependencies [7a7754f]
- Updated dependencies [fc92d80]
- Updated dependencies [23a6a7c]
- Updated dependencies [09bca64]
  - @mastra/core@0.12.0-alpha.0

## 0.11.5

### Patch Changes

- ce088f5: Update all peerdeps to latest core
  - @mastra/core@0.11.1

## 0.11.4

### Patch Changes

- 138f4a2: dependencies updates:
  - Updated dependency [`redis@^5.6.0` ↗︎](https://www.npmjs.com/package/redis/v/5.6.0) (from `^4.7.1`, in `dependencies`)
- Updated dependencies [f248d53]
- Updated dependencies [2affc57]
- Updated dependencies [66e13e3]
- Updated dependencies [edd9482]
- Updated dependencies [18344d7]
- Updated dependencies [9d372c2]
- Updated dependencies [40c2525]
- Updated dependencies [e473f27]
- Updated dependencies [032cb66]
- Updated dependencies [703ac71]
- Updated dependencies [a723d69]
- Updated dependencies [7827943]
- Updated dependencies [5889a31]
- Updated dependencies [bf1e7e7]
- Updated dependencies [65e3395]
- Updated dependencies [4933192]
- Updated dependencies [d1c77a4]
- Updated dependencies [bea9dd1]
- Updated dependencies [dcd4802]
- Updated dependencies [cbddd18]
- Updated dependencies [7ba91fa]
  - @mastra/core@0.11.0

## 0.11.4-alpha.0

### Patch Changes

- 138f4a2: dependencies updates:
  - Updated dependency [`redis@^5.6.0` ↗︎](https://www.npmjs.com/package/redis/v/5.6.0) (from `^4.7.1`, in `dependencies`)
- Updated dependencies [7827943]
- Updated dependencies [bf1e7e7]
- Updated dependencies [cbddd18]
  - @mastra/core@0.11.0-alpha.0

## 0.11.3

### Patch Changes

- 4b20131: Fixed an issue where per-resource semantic recall wouldn't always be enabled properly in agent tool calls
- 2ba5b76: Allow passing jsonSchema into workingMemory schema
- c3a30de: added new experimental vnext working memory
- 626b0f4: [Cloud-126] Working Memory Playground - Added working memory to playground to allow users to view/edit working memory
- Updated dependencies [0b56518]
- Updated dependencies [db5cc15]
- Updated dependencies [2ba5b76]
- Updated dependencies [5237998]
- Updated dependencies [c3a30de]
- Updated dependencies [37c1acd]
- Updated dependencies [1aa60b1]
- Updated dependencies [89ec9d4]
- Updated dependencies [cf3a184]
- Updated dependencies [d6bfd60]
- Updated dependencies [626b0f4]
- Updated dependencies [c22a91f]
- Updated dependencies [f7403ab]
- Updated dependencies [6c89d7f]
  - @mastra/core@0.10.15

## 0.11.3-alpha.1

### Patch Changes

- 2ba5b76: Allow passing jsonSchema into workingMemory schema
- c3a30de: added new experimental vnext working memory
- Updated dependencies [0b56518]
- Updated dependencies [2ba5b76]
- Updated dependencies [c3a30de]
- Updated dependencies [cf3a184]
- Updated dependencies [d6bfd60]
  - @mastra/core@0.10.15-alpha.1

## 0.11.3-alpha.0

### Patch Changes

- 4b20131: Fixed an issue where per-resource semantic recall wouldn't always be enabled properly in agent tool calls
- 626b0f4: [Cloud-126] Working Memory Playground - Added working memory to playground to allow users to view/edit working memory
- Updated dependencies [db5cc15]
- Updated dependencies [5237998]
- Updated dependencies [37c1acd]
- Updated dependencies [1aa60b1]
- Updated dependencies [89ec9d4]
- Updated dependencies [626b0f4]
- Updated dependencies [c22a91f]
- Updated dependencies [f7403ab]
- Updated dependencies [6c89d7f]
  - @mastra/core@0.10.15-alpha.0

## 0.11.2

### Patch Changes

- fb2a1b9: dependencies updates:
  - Updated dependency [`pg@^8.16.3` ↗︎](https://www.npmjs.com/package/pg/v/8.16.3) (from `^8.16.0`, in `dependencies`)
- bc2bbdc: dependencies updates:
  - Updated dependency [`pg-pool@^3.10.1` ↗︎](https://www.npmjs.com/package/pg-pool/v/3.10.1) (from `^3.10.0`, in `dependencies`)
- Updated dependencies [2873c7f]
- Updated dependencies [1c1c6a1]
- Updated dependencies [f8ce2cc]
- Updated dependencies [8c846b6]
- Updated dependencies [c7bbf1e]
- Updated dependencies [8722d53]
- Updated dependencies [565cc0c]
- Updated dependencies [b790fd1]
- Updated dependencies [132027f]
- Updated dependencies [0c85311]
- Updated dependencies [d7ed04d]
- Updated dependencies [cb16baf]
- Updated dependencies [f36e4f1]
- Updated dependencies [7f6e403]
  - @mastra/core@0.10.11

## 0.11.2-alpha.1

### Patch Changes

- bc2bbdc: dependencies updates:
  - Updated dependency [`pg-pool@^3.10.1` ↗︎](https://www.npmjs.com/package/pg-pool/v/3.10.1) (from `^3.10.0`, in `dependencies`)
- Updated dependencies [2873c7f]
- Updated dependencies [1c1c6a1]
- Updated dependencies [565cc0c]
  - @mastra/core@0.10.11-alpha.2

## 0.11.2-alpha.0

### Patch Changes

- fb2a1b9: dependencies updates:
  - Updated dependency [`pg@^8.16.3` ↗︎](https://www.npmjs.com/package/pg/v/8.16.3) (from `^8.16.0`, in `dependencies`)
- Updated dependencies [f8ce2cc]
- Updated dependencies [8c846b6]
- Updated dependencies [b790fd1]
- Updated dependencies [d7ed04d]
- Updated dependencies [f36e4f1]
  - @mastra/core@0.10.11-alpha.0

## 0.11.1

### Patch Changes

- 81a1b3b: Update peerdeps
- b7852ed: [MASTRA-4139] make private functions protected in memory
- Updated dependencies [9dda1ac]
- Updated dependencies [c984582]
- Updated dependencies [7e801dd]
- Updated dependencies [a606c75]
- Updated dependencies [7aa70a4]
- Updated dependencies [764f86a]
- Updated dependencies [1760a1c]
- Updated dependencies [038e5ae]
- Updated dependencies [7dda16a]
- Updated dependencies [5ebfcdd]
- Updated dependencies [b2d0c91]
- Updated dependencies [4e809ad]
- Updated dependencies [57929df]
- Updated dependencies [b7852ed]
- Updated dependencies [6320a61]
  - @mastra/core@0.10.9

## 0.11.1-alpha.0

### Patch Changes

- 81a1b3b: Update peerdeps
- b7852ed: [MASTRA-4139] make private functions protected in memory
- Updated dependencies [9dda1ac]
- Updated dependencies [c984582]
- Updated dependencies [7e801dd]
- Updated dependencies [a606c75]
- Updated dependencies [7aa70a4]
- Updated dependencies [764f86a]
- Updated dependencies [1760a1c]
- Updated dependencies [038e5ae]
- Updated dependencies [7dda16a]
- Updated dependencies [5ebfcdd]
- Updated dependencies [b2d0c91]
- Updated dependencies [4e809ad]
- Updated dependencies [57929df]
- Updated dependencies [b7852ed]
- Updated dependencies [6320a61]
  - @mastra/core@0.10.9-alpha.0

## 0.11.0

### Minor Changes

- 8a3bfd2: Update peerdeps to latest core

### Patch Changes

- 8e1b6e9: dependencies updates:
  - Updated dependency [`zod@^3.25.67` ↗︎](https://www.npmjs.com/package/zod/v/3.25.67) (from `^3.25.57`, in `dependencies`)
- 15e9d26: Added per-resource working memory for LibSQL, Upstash, and PG
- d8f2d19: Add updateMessages API to storage classes (only support for PG and LibSQL for now) and to memory class. Additionally allow for metadata to be saved in the content field of a message.
- a8b194f: Fix double tool call for working memory
- Updated dependencies [15e9d26]
- Updated dependencies [d1baedb]
- Updated dependencies [d8f2d19]
- Updated dependencies [4d21bf2]
- Updated dependencies [07d6d88]
- Updated dependencies [9d52b17]
- Updated dependencies [2097952]
- Updated dependencies [792c4c0]
- Updated dependencies [5d74aab]
- Updated dependencies [a8b194f]
- Updated dependencies [4fb0cc2]
- Updated dependencies [d2a7a31]
- Updated dependencies [502fe05]
- Updated dependencies [144eb0b]
- Updated dependencies [8ba1b51]
- Updated dependencies [4efcfa0]
- Updated dependencies [0e17048]
  - @mastra/core@0.10.7

## 0.11.0-alpha.3

### Patch Changes

- a8b194f: Fix double tool call for working memory
- Updated dependencies [a8b194f]
  - @mastra/core@0.10.7-alpha.4

## 0.11.0-alpha.2

### Minor Changes

- 8a3bfd2: Update peerdeps to latest core

### Patch Changes

- Updated dependencies [792c4c0]
- Updated dependencies [502fe05]
- Updated dependencies [4efcfa0]
  - @mastra/core@0.10.7-alpha.3

## 0.10.5-alpha.1

### Patch Changes

- 8e1b6e9: dependencies updates:
  - Updated dependency [`zod@^3.25.67` ↗︎](https://www.npmjs.com/package/zod/v/3.25.67) (from `^3.25.57`, in `dependencies`)
- 15e9d26: Added per-resource working memory for LibSQL, Upstash, and PG
- Updated dependencies [15e9d26]
- Updated dependencies [07d6d88]
- Updated dependencies [5d74aab]
- Updated dependencies [144eb0b]
  - @mastra/core@0.10.7-alpha.2

## 0.10.5-alpha.0

### Patch Changes

- d8f2d19: Add updateMessages API to storage classes (only support for PG and LibSQL for now) and to memory class. Additionally allow for metadata to be saved in the content field of a message.
- Updated dependencies [d8f2d19]
- Updated dependencies [9d52b17]
- Updated dependencies [8ba1b51]
  - @mastra/core@0.10.7-alpha.0

## 0.10.4

### Patch Changes

- 4051477: dependencies updates:
  - Added dependency [`zod-to-json-schema@^3.24.5` ↗︎](https://www.npmjs.com/package/zod-to-json-schema/v/3.24.5) (to `dependencies`)
- 63f6b7d: dependencies updates:
  - Updated dependency [`@upstash/redis@^1.35.0` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.0) (from `^1.34.5`, in `dependencies`)
  - Updated dependency [`ai@^4.3.16` ↗︎](https://www.npmjs.com/package/ai/v/4.3.16) (from `^4.2.2`, in `dependencies`)
  - Updated dependency [`js-tiktoken@^1.0.20` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.20) (from `^1.0.19`, in `dependencies`)
  - Updated dependency [`pg@^8.16.0` ↗︎](https://www.npmjs.com/package/pg/v/8.16.0) (from `^8.13.3`, in `dependencies`)
  - Updated dependency [`pg-pool@^3.10.0` ↗︎](https://www.npmjs.com/package/pg-pool/v/3.10.0) (from `^3.7.1`, in `dependencies`)
  - Updated dependency [`postgres@^3.4.7` ↗︎](https://www.npmjs.com/package/postgres/v/3.4.7) (from `^3.4.5`, in `dependencies`)
  - Updated dependency [`redis@^4.7.1` ↗︎](https://www.npmjs.com/package/redis/v/4.7.1) (from `^4.7.0`, in `dependencies`)
  - Updated dependency [`zod@^3.25.57` ↗︎](https://www.npmjs.com/package/zod/v/3.25.57) (from `^3.25.56`, in `dependencies`)
- d70c420: fix(core, memory): fix fetchMemory regression
- 2a16996: Working Memory Schema and Template
- Updated dependencies [63f6b7d]
- Updated dependencies [12a95fc]
- Updated dependencies [4b0f8a6]
- Updated dependencies [51264a5]
- Updated dependencies [8e6f677]
- Updated dependencies [d70c420]
- Updated dependencies [ee9af57]
- Updated dependencies [36f1c36]
- Updated dependencies [2a16996]
- Updated dependencies [10d352e]
- Updated dependencies [9589624]
- Updated dependencies [53d3c37]
- Updated dependencies [751c894]
- Updated dependencies [577ce3a]
- Updated dependencies [9260b3a]
  - @mastra/core@0.10.6

## 0.10.4-alpha.1

### Patch Changes

- 4051477: dependencies updates:
  - Added dependency [`zod-to-json-schema@^3.24.5` ↗︎](https://www.npmjs.com/package/zod-to-json-schema/v/3.24.5) (to `dependencies`)
- d70c420: fix(core, memory): fix fetchMemory regression
- 2a16996: Working Memory Schema and Template
- Updated dependencies [d70c420]
- Updated dependencies [2a16996]
  - @mastra/core@0.10.6-alpha.3

## 0.10.4-alpha.0

### Patch Changes

- 63f6b7d: dependencies updates:
  - Updated dependency [`@upstash/redis@^1.35.0` ↗︎](https://www.npmjs.com/package/@upstash/redis/v/1.35.0) (from `^1.34.5`, in `dependencies`)
  - Updated dependency [`ai@^4.3.16` ↗︎](https://www.npmjs.com/package/ai/v/4.3.16) (from `^4.2.2`, in `dependencies`)
  - Updated dependency [`js-tiktoken@^1.0.20` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.20) (from `^1.0.19`, in `dependencies`)
  - Updated dependency [`pg@^8.16.0` ↗︎](https://www.npmjs.com/package/pg/v/8.16.0) (from `^8.13.3`, in `dependencies`)
  - Updated dependency [`pg-pool@^3.10.0` ↗︎](https://www.npmjs.com/package/pg-pool/v/3.10.0) (from `^3.7.1`, in `dependencies`)
  - Updated dependency [`postgres@^3.4.7` ↗︎](https://www.npmjs.com/package/postgres/v/3.4.7) (from `^3.4.5`, in `dependencies`)
  - Updated dependency [`redis@^4.7.1` ↗︎](https://www.npmjs.com/package/redis/v/4.7.1) (from `^4.7.0`, in `dependencies`)
  - Updated dependency [`zod@^3.25.57` ↗︎](https://www.npmjs.com/package/zod/v/3.25.57) (from `^3.25.56`, in `dependencies`)
- Updated dependencies [63f6b7d]
- Updated dependencies [36f1c36]
- Updated dependencies [10d352e]
- Updated dependencies [53d3c37]
  - @mastra/core@0.10.6-alpha.0

## 0.10.3

### Patch Changes

- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- a382d3b: Fix token limiter estimations after recent MessageList work changed message structure
- 48eddb9: update filter logic in Memory class to support semantic recall search scope
- 66f4424: Update peerdeps
- Updated dependencies [d1ed912]
- Updated dependencies [f6fd25f]
- Updated dependencies [dffb67b]
- Updated dependencies [f1f1f1b]
- Updated dependencies [925ab94]
- Updated dependencies [f9816ae]
- Updated dependencies [82090c1]
- Updated dependencies [1b443fd]
- Updated dependencies [ce97900]
- Updated dependencies [f1309d3]
- Updated dependencies [14a2566]
- Updated dependencies [f7f8293]
- Updated dependencies [48eddb9]
  - @mastra/core@0.10.4

## 0.10.3-alpha.2

### Patch Changes

- 66f4424: Update peerdeps

## 0.10.3-alpha.1

### Patch Changes

- 48eddb9: update filter logic in Memory class to support semantic recall search scope
- Updated dependencies [48eddb9]
  - @mastra/core@0.10.4-alpha.2

## 0.10.3-alpha.0

### Patch Changes

- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- a382d3b: Fix token limiter estimations after recent MessageList work changed message structure
- Updated dependencies [f6fd25f]
- Updated dependencies [dffb67b]
- Updated dependencies [f1309d3]
- Updated dependencies [f7f8293]
  - @mastra/core@0.10.4-alpha.1

## 0.10.2

### Patch Changes

- e5dc18d: Added a backwards compatible layer to begin storing/retrieving UIMessages in storage instead of CoreMessages
- c5bf1ce: Add backwards compat code for new MessageList in storage
- f0d559f: Fix peerdeps for alpha channel
- Updated dependencies [ee77e78]
- Updated dependencies [592a2db]
- Updated dependencies [e5dc18d]
- Updated dependencies [ab5adbe]
- Updated dependencies [1e8bb40]
- Updated dependencies [1b5fc55]
- Updated dependencies [195c428]
- Updated dependencies [f73e11b]
- Updated dependencies [37643b8]
- Updated dependencies [99fd6cf]
- Updated dependencies [c5bf1ce]
- Updated dependencies [add596e]
- Updated dependencies [8dc94d8]
- Updated dependencies [ecebbeb]
- Updated dependencies [79d5145]
- Updated dependencies [12b7002]
- Updated dependencies [2901125]
  - @mastra/core@0.10.2

## 0.10.2-alpha.2

### Patch Changes

- c5bf1ce: Add backwards compat code for new MessageList in storage
- Updated dependencies [c5bf1ce]
- Updated dependencies [12b7002]
  - @mastra/core@0.10.2-alpha.4

## 0.10.2-alpha.1

### Patch Changes

- f0d559f: Fix peerdeps for alpha channel
- Updated dependencies [1e8bb40]
  - @mastra/core@0.10.2-alpha.2

## 0.10.2-alpha.0

### Patch Changes

- e5dc18d: Added a backwards compatible layer to begin storing/retrieving UIMessages in storage instead of CoreMessages
- Updated dependencies [592a2db]
- Updated dependencies [e5dc18d]
  - @mastra/core@0.10.2-alpha.0

## 0.10.1

### Patch Changes

- d70b807: Improve storage.init
- Updated dependencies [d70b807]
- Updated dependencies [6d16390]
- Updated dependencies [1e4a421]
- Updated dependencies [200d0da]
- Updated dependencies [bf5f17b]
- Updated dependencies [5343f93]
- Updated dependencies [38aee50]
- Updated dependencies [5c41100]
- Updated dependencies [d6a759b]
- Updated dependencies [6015bdf]
  - @mastra/core@0.10.1

## 0.10.1-alpha.0

### Patch Changes

- d70b807: Improve storage.init
- Updated dependencies [d70b807]
  - @mastra/core@0.10.1-alpha.3

## 0.10.0

### Minor Changes

- 83da932: Move @mastra/core to peerdeps
- 0dcb9f0: Memory breaking changes: storage, vector, and embedder are now required. Working memory text streaming has been removed, only tool calling is supported for working memory updates now. Default settings have changed (lastMessages: 40->10, semanticRecall: true->false, threads.generateTitle: true->false)

### Patch Changes

- 3cd7aee: [MASTRA-3439] Working Memory tool call fix: Updated saveMessages to filter out workingmemory content from messages, rather than skip message completely
- Updated dependencies [b3a3d63]
- Updated dependencies [344f453]
- Updated dependencies [0a3ae6d]
- Updated dependencies [95911be]
- Updated dependencies [f53a6ac]
- Updated dependencies [5eb5a99]
- Updated dependencies [7e632c5]
- Updated dependencies [1e9fbfa]
- Updated dependencies [eabdcd9]
- Updated dependencies [90be034]
- Updated dependencies [99f050a]
- Updated dependencies [d0ee3c6]
- Updated dependencies [b2ae5aa]
- Updated dependencies [23f258c]
- Updated dependencies [a7292b0]
- Updated dependencies [0dcb9f0]
- Updated dependencies [2672a05]
  - @mastra/core@0.10.0

## 0.4.0-alpha.1

### Minor Changes

- 83da932: Move @mastra/core to peerdeps
- 0dcb9f0: Memory breaking changes: storage, vector, and embedder are now required. Working memory text streaming has been removed, only tool calling is supported for working memory updates now. Default settings have changed (lastMessages: 40->10, semanticRecall: true->false, threads.generateTitle: true->false)

### Patch Changes

- Updated dependencies [b3a3d63]
- Updated dependencies [344f453]
- Updated dependencies [0a3ae6d]
- Updated dependencies [95911be]
- Updated dependencies [5eb5a99]
- Updated dependencies [7e632c5]
- Updated dependencies [1e9fbfa]
- Updated dependencies [b2ae5aa]
- Updated dependencies [a7292b0]
- Updated dependencies [0dcb9f0]
  - @mastra/core@0.10.0-alpha.1

## 0.3.5-alpha.0

### Patch Changes

- 3cd7aee: [MASTRA-3439] Working Memory tool call fix: Updated saveMessages to filter out workingmemory content from messages, rather than skip message completely
- Updated dependencies [f53a6ac]
- Updated dependencies [eabdcd9]
- Updated dependencies [90be034]
- Updated dependencies [99f050a]
- Updated dependencies [d0ee3c6]
- Updated dependencies [23f258c]
- Updated dependencies [2672a05]
  - @mastra/core@0.9.5-alpha.0

## 0.3.4

### Patch Changes

- Updated dependencies [396be50]
- Updated dependencies [ab80e7e]
- Updated dependencies [c3bd795]
- Updated dependencies [da082f8]
- Updated dependencies [a5810ce]
- Updated dependencies [3e9c131]
- Updated dependencies [3171b5b]
- Updated dependencies [973e5ac]
- Updated dependencies [daf942f]
- Updated dependencies [0b8b868]
- Updated dependencies [9e1eff5]
- Updated dependencies [6fa1ad1]
- Updated dependencies [c28d7a0]
- Updated dependencies [edf1e88]
  - @mastra/core@0.9.4

## 0.3.4-alpha.4

### Patch Changes

- Updated dependencies [3e9c131]
  - @mastra/core@0.9.4-alpha.4

## 0.3.4-alpha.3

### Patch Changes

- Updated dependencies [396be50]
- Updated dependencies [c3bd795]
- Updated dependencies [da082f8]
- Updated dependencies [a5810ce]
  - @mastra/core@0.9.4-alpha.3

## 0.3.4-alpha.2

### Patch Changes

- Updated dependencies [3171b5b]
- Updated dependencies [973e5ac]
- Updated dependencies [9e1eff5]
  - @mastra/core@0.9.4-alpha.2

## 0.3.4-alpha.1

### Patch Changes

- Updated dependencies [ab80e7e]
- Updated dependencies [6fa1ad1]
- Updated dependencies [c28d7a0]
- Updated dependencies [edf1e88]
  - @mastra/core@0.9.4-alpha.1

## 0.3.4-alpha.0

### Patch Changes

- Updated dependencies [daf942f]
- Updated dependencies [0b8b868]
  - @mastra/core@0.9.4-alpha.0

## 0.3.3

### Patch Changes

- Updated dependencies [e450778]
- Updated dependencies [8902157]
- Updated dependencies [ca0dc88]
- Updated dependencies [526c570]
- Updated dependencies [d7a6a33]
- Updated dependencies [9cd1a46]
- Updated dependencies [b5d2de0]
- Updated dependencies [644f8ad]
- Updated dependencies [70dbf51]
  - @mastra/core@0.9.3

## 0.3.3-alpha.1

### Patch Changes

- Updated dependencies [e450778]
- Updated dependencies [8902157]
- Updated dependencies [ca0dc88]
- Updated dependencies [9cd1a46]
- Updated dependencies [70dbf51]
  - @mastra/core@0.9.3-alpha.1

## 0.3.3-alpha.0

### Patch Changes

- Updated dependencies [526c570]
- Updated dependencies [b5d2de0]
- Updated dependencies [644f8ad]
  - @mastra/core@0.9.3-alpha.0

## 0.3.2

### Patch Changes

- 2cf3b8f: dependencies updates:
  - Updated dependency [`zod@^3.24.3` ↗︎](https://www.npmjs.com/package/zod/v/3.24.3) (from `^3.24.2`, in `dependencies`)
- 67e14dd: Allow for textpart message content to be embedded into vectors
- 544767d: Improved token estimation in TokenLimiter from 96% accuracy back to 99%
- 17826a9: Added a breaking change warning about deprecated working memory "use: 'text-stream'" which is being fully replaced by "use: 'tool-call'"
- Updated dependencies [6052aa6]
- Updated dependencies [967b41c]
- Updated dependencies [3d2fb5c]
- Updated dependencies [26738f4]
- Updated dependencies [4155f47]
- Updated dependencies [7eeb2bc]
- Updated dependencies [b804723]
- Updated dependencies [8607972]
- Updated dependencies [ccef9f9]
- Updated dependencies [0097d50]
- Updated dependencies [7eeb2bc]
- Updated dependencies [17826a9]
- Updated dependencies [7d8b7c7]
- Updated dependencies [fba031f]
- Updated dependencies [3a5f1e1]
- Updated dependencies [51e6923]
- Updated dependencies [8398d89]
  - @mastra/core@0.9.2

## 0.3.2-alpha.7

### Patch Changes

- 67e14dd: Allow for textpart message content to be embedded into vectors
- Updated dependencies [6052aa6]
- Updated dependencies [7d8b7c7]
- Updated dependencies [3a5f1e1]
- Updated dependencies [8398d89]
  - @mastra/core@0.9.2-alpha.6

## 0.3.2-alpha.6

### Patch Changes

- 544767d: Improved token estimation in TokenLimiter from 96% accuracy back to 99%

## 0.3.2-alpha.5

### Patch Changes

- Updated dependencies [3d2fb5c]
- Updated dependencies [7eeb2bc]
- Updated dependencies [8607972]
- Updated dependencies [7eeb2bc]
- Updated dependencies [fba031f]
  - @mastra/core@0.9.2-alpha.5

## 0.3.2-alpha.4

### Patch Changes

- Updated dependencies [ccef9f9]
- Updated dependencies [51e6923]
  - @mastra/core@0.9.2-alpha.4

## 0.3.2-alpha.3

### Patch Changes

- 17826a9: Added a breaking change warning about deprecated working memory "use: 'text-stream'" which is being fully replaced by "use: 'tool-call'"
- Updated dependencies [967b41c]
- Updated dependencies [4155f47]
- Updated dependencies [17826a9]
  - @mastra/core@0.9.2-alpha.3

## 0.3.2-alpha.2

### Patch Changes

- Updated dependencies [26738f4]
  - @mastra/core@0.9.2-alpha.2

## 0.3.2-alpha.1

### Patch Changes

- Updated dependencies [b804723]
  - @mastra/core@0.9.2-alpha.1

## 0.3.2-alpha.0

### Patch Changes

- Updated dependencies [0097d50]
  - @mastra/core@0.9.2-alpha.0

## 0.3.1

### Patch Changes

- 20275d4: Adding warnings for current implicit Memory default options as they will be changing soon in a breaking change. Also added memory to create-mastra w/ new defaults so new projects don't see these warnings
- Updated dependencies [405b63d]
- Updated dependencies [81fb7f6]
- Updated dependencies [20275d4]
- Updated dependencies [7d1892c]
- Updated dependencies [a90a082]
- Updated dependencies [2d17c73]
- Updated dependencies [61e92f5]
- Updated dependencies [35955b0]
- Updated dependencies [6262bd5]
- Updated dependencies [c1409ef]
- Updated dependencies [3e7b69d]
- Updated dependencies [e4943b8]
- Updated dependencies [11d4485]
- Updated dependencies [479f490]
- Updated dependencies [c23a81c]
- Updated dependencies [2d4001d]
- Updated dependencies [c71013a]
- Updated dependencies [1d3b1cd]
  - @mastra/core@0.9.1

## 0.3.1-alpha.8

### Patch Changes

- Updated dependencies [2d17c73]
  - @mastra/core@0.9.1-alpha.8

## 0.3.1-alpha.7

### Patch Changes

- Updated dependencies [1d3b1cd]
  - @mastra/core@0.9.1-alpha.7

## 0.3.1-alpha.6

### Patch Changes

- Updated dependencies [c23a81c]
  - @mastra/core@0.9.1-alpha.6

## 0.3.1-alpha.5

### Patch Changes

- Updated dependencies [3e7b69d]
  - @mastra/core@0.9.1-alpha.5

## 0.3.1-alpha.4

### Patch Changes

- Updated dependencies [e4943b8]
- Updated dependencies [479f490]
  - @mastra/core@0.9.1-alpha.4

## 0.3.1-alpha.3

### Patch Changes

- Updated dependencies [6262bd5]
  - @mastra/core@0.9.1-alpha.3

## 0.3.1-alpha.2

### Patch Changes

- Updated dependencies [405b63d]
- Updated dependencies [61e92f5]
- Updated dependencies [c71013a]
  - @mastra/core@0.9.1-alpha.2

## 0.3.1-alpha.1

### Patch Changes

- 20275d4: Adding warnings for current implicit Memory default options as they will be changing soon in a breaking change. Also added memory to create-mastra w/ new defaults so new projects don't see these warnings
- Updated dependencies [20275d4]
- Updated dependencies [7d1892c]
- Updated dependencies [a90a082]
- Updated dependencies [35955b0]
- Updated dependencies [c1409ef]
- Updated dependencies [11d4485]
- Updated dependencies [2d4001d]
  - @mastra/core@0.9.1-alpha.1

## 0.3.1-alpha.0

### Patch Changes

- Updated dependencies [81fb7f6]
  - @mastra/core@0.9.1-alpha.0

## 0.3.0

### Minor Changes

- fe3ae4d: Remove \_\_ functions in storage and move to storage proxy to make sure init is called

### Patch Changes

- 000a6d4: Fixed an issue where the TokenLimiter message processor was adding new messages into the remembered messages array
- 71d9444: updated savemessage to not use mutation when hiding working memory
- 5c6825c: [MASTRA-2782] removed tiktoken from memory chunktext
- 6f92295: Fixed an issue where some user messages and llm messages would have the exact same createdAt date, leading to incorrect message ordering. Added a fix for new messages as well as any that were saved before the fix in the wrong order
- Updated dependencies [000a6d4]
- Updated dependencies [08bb78e]
- Updated dependencies [ed2f549]
- Updated dependencies [7e92011]
- Updated dependencies [9ee4293]
- Updated dependencies [03f3cd0]
- Updated dependencies [c0f22b4]
- Updated dependencies [71d9444]
- Updated dependencies [157c741]
- Updated dependencies [8a8a73b]
- Updated dependencies [0a033fa]
- Updated dependencies [fe3ae4d]
- Updated dependencies [9c26508]
- Updated dependencies [0f4eae3]
- Updated dependencies [16a8648]
- Updated dependencies [6f92295]
  - @mastra/core@0.9.0

## 0.3.0-alpha.9

### Patch Changes

- 000a6d4: Fixed an issue where the TokenLimiter message processor was adding new messages into the remembered messages array
- Updated dependencies [000a6d4]
- Updated dependencies [ed2f549]
- Updated dependencies [c0f22b4]
- Updated dependencies [0a033fa]
- Updated dependencies [9c26508]
- Updated dependencies [0f4eae3]
- Updated dependencies [16a8648]
  - @mastra/core@0.9.0-alpha.8

## 0.3.0-alpha.8

### Patch Changes

- 71d9444: updated savemessage to not use mutation when hiding working memory
- Updated dependencies [71d9444]
  - @mastra/core@0.9.0-alpha.7

## 0.3.0-alpha.7

### Patch Changes

- Updated dependencies [157c741]
  - @mastra/core@0.9.0-alpha.6

## 0.3.0-alpha.6

### Patch Changes

- Updated dependencies [08bb78e]
  - @mastra/core@0.9.0-alpha.5

## 0.3.0-alpha.5

### Patch Changes

- Updated dependencies [7e92011]
  - @mastra/core@0.9.0-alpha.4

## 0.3.0-alpha.4

### Minor Changes

- fe3ae4d: Remove \_\_ functions in storage and move to storage proxy to make sure init is called

### Patch Changes

- Updated dependencies [fe3ae4d]
  - @mastra/core@0.9.0-alpha.3

## 0.2.11-alpha.3

### Patch Changes

- Updated dependencies [9ee4293]
  - @mastra/core@0.8.4-alpha.2

## 0.2.11-alpha.2

### Patch Changes

- 5c6825c: [MASTRA-2782] removed tiktoken from memory chunktext

## 0.2.11-alpha.1

### Patch Changes

- 6f92295: Fixed an issue where some user messages and llm messages would have the exact same createdAt date, leading to incorrect message ordering. Added a fix for new messages as well as any that were saved before the fix in the wrong order
- Updated dependencies [8a8a73b]
- Updated dependencies [6f92295]
  - @mastra/core@0.8.4-alpha.1

## 0.2.11-alpha.0

### Patch Changes

- Updated dependencies [03f3cd0]
  - @mastra/core@0.8.4-alpha.0

## 0.2.10

### Patch Changes

- f6f7345: Added missing createdAt field to UI messages in memory
- 359b089: Allowed explicitly disabling vector/embedder in Memory by passing vector: false or options.semanticRecall: false
- 37bb612: Add Elastic-2.0 licensing for packages
- Updated dependencies [d72318f]
- Updated dependencies [0bcc862]
- Updated dependencies [10a8caf]
- Updated dependencies [359b089]
- Updated dependencies [32e7b71]
- Updated dependencies [37bb612]
- Updated dependencies [7f1b291]
  - @mastra/core@0.8.3

## 0.2.10-alpha.5

### Patch Changes

- Updated dependencies [d72318f]
  - @mastra/core@0.8.3-alpha.5

## 0.2.10-alpha.4

### Patch Changes

- Updated dependencies [7f1b291]
  - @mastra/core@0.8.3-alpha.4

## 0.2.10-alpha.3

### Patch Changes

- Updated dependencies [10a8caf]
  - @mastra/core@0.8.3-alpha.3

## 0.2.10-alpha.2

### Patch Changes

- Updated dependencies [0bcc862]
  - @mastra/core@0.8.3-alpha.2

## 0.2.10-alpha.1

### Patch Changes

- 37bb612: Add Elastic-2.0 licensing for packages
- Updated dependencies [32e7b71]
- Updated dependencies [37bb612]
  - @mastra/core@0.8.3-alpha.1

## 0.2.10-alpha.0

### Patch Changes

- f6f7345: Added missing createdAt field to UI messages in memory
- 359b089: Allowed explicitly disabling vector/embedder in Memory by passing vector: false or options.semanticRecall: false
- Updated dependencies [359b089]
  - @mastra/core@0.8.3-alpha.0

## 0.2.9

### Patch Changes

- Updated dependencies [a06aadc]
  - @mastra/core@0.8.2

## 0.2.9-alpha.0

### Patch Changes

- Updated dependencies [a06aadc]
  - @mastra/core@0.8.2-alpha.0

## 0.2.8

### Patch Changes

- Updated dependencies [99e2998]
- Updated dependencies [8fdb414]
  - @mastra/core@0.8.1

## 0.2.8-alpha.0

### Patch Changes

- Updated dependencies [99e2998]
- Updated dependencies [8fdb414]
  - @mastra/core@0.8.1-alpha.0

## 0.2.7

### Patch Changes

- 5ae0180: Removed prefixed doc references
- 93875ed: Improved the performance of Memory semantic recall by 2 to 3 times when using pg by making tweaks to @mastra/memory @mastra/core and @mastra/pg
- 3e72f94: Updated the internal working memory system to use MD for formatting instead of nested XML - this is more token efficient and makes it more obvious that it's unstructured text
- a0967a0: Added new "Memory Processor" feature to @mastra/core and @mastra/memory, allowing devs to modify Mastra Memory before it's sent to the LLM
- 7599d77: fix(deps): update ai sdk to ^4.2.2
- 0118361: Add resourceId to memory metadata
- Updated dependencies [56c31b7]
- Updated dependencies [619c39d]
- Updated dependencies [5ae0180]
- Updated dependencies [fe56be0]
- Updated dependencies [93875ed]
- Updated dependencies [107bcfe]
- Updated dependencies [9bfa12b]
- Updated dependencies [515ebfb]
- Updated dependencies [5b4e19f]
- Updated dependencies [dbbbf80]
- Updated dependencies [a0967a0]
- Updated dependencies [fca3b21]
- Updated dependencies [88fa727]
- Updated dependencies [f37f535]
- Updated dependencies [a3f0e90]
- Updated dependencies [4d67826]
- Updated dependencies [6330967]
- Updated dependencies [8393832]
- Updated dependencies [6330967]
- Updated dependencies [99d43b9]
- Updated dependencies [d7e08e8]
- Updated dependencies [febc8a6]
- Updated dependencies [7599d77]
- Updated dependencies [0118361]
- Updated dependencies [619c39d]
- Updated dependencies [cafae83]
- Updated dependencies [8076ecf]
- Updated dependencies [8df4a77]
- Updated dependencies [304397c]
  - @mastra/core@0.8.0

## 0.2.7-alpha.8

### Patch Changes

- Updated dependencies [8df4a77]
  - @mastra/core@0.8.0-alpha.8

## 0.2.7-alpha.7

### Patch Changes

- Updated dependencies [febc8a6]
  - @mastra/core@0.8.0-alpha.7

## 0.2.7-alpha.6

### Patch Changes

- Updated dependencies [a3f0e90]
  - @mastra/core@0.8.0-alpha.6

## 0.2.7-alpha.5

### Patch Changes

- 93875ed: Improved the performance of Memory semantic recall by 2 to 3 times when using pg by making tweaks to @mastra/memory @mastra/core and @mastra/pg
- Updated dependencies [93875ed]
  - @mastra/core@0.8.0-alpha.5

## 0.2.7-alpha.4

### Patch Changes

- Updated dependencies [d7e08e8]
  - @mastra/core@0.8.0-alpha.4
  - @mastra/rag@0.1.15-alpha.4

## 0.2.7-alpha.3

### Patch Changes

- 5ae0180: Removed prefixed doc references
- 3e72f94: Updated the internal working memory system to use MD for formatting instead of nested XML - this is more token efficient and makes it more obvious that it's unstructured text
- Updated dependencies [5ae0180]
- Updated dependencies [9bfa12b]
- Updated dependencies [515ebfb]
- Updated dependencies [88fa727]
- Updated dependencies [f37f535]
- Updated dependencies [4d67826]
- Updated dependencies [6330967]
- Updated dependencies [8393832]
- Updated dependencies [6330967]
  - @mastra/core@0.8.0-alpha.3
  - @mastra/rag@0.1.15-alpha.3

## 0.2.7-alpha.2

### Patch Changes

- Updated dependencies [56c31b7]
- Updated dependencies [dbbbf80]
- Updated dependencies [99d43b9]
  - @mastra/core@0.8.0-alpha.2
  - @mastra/rag@0.1.15-alpha.2

## 0.2.7-alpha.1

### Patch Changes

- a0967a0: Added new "Memory Processor" feature to @mastra/core and @mastra/memory, allowing devs to modify Mastra Memory before it's sent to the LLM
- 0118361: Add resourceId to memory metadata
- Updated dependencies [619c39d]
- Updated dependencies [fe56be0]
- Updated dependencies [a0967a0]
- Updated dependencies [e47f529]
- Updated dependencies [fca3b21]
- Updated dependencies [0118361]
- Updated dependencies [619c39d]
  - @mastra/core@0.8.0-alpha.1
  - @mastra/rag@0.1.15-alpha.1

## 0.2.7-alpha.0

### Patch Changes

- 7599d77: fix(deps): update ai sdk to ^4.2.2
- Updated dependencies [107bcfe]
- Updated dependencies [5b4e19f]
- Updated dependencies [7599d77]
- Updated dependencies [cafae83]
- Updated dependencies [8076ecf]
- Updated dependencies [304397c]
  - @mastra/core@0.7.1-alpha.0
  - @mastra/rag@0.1.15-alpha.0

## 0.2.6

### Patch Changes

- 05095e9: Fixed an issue where very long messages would cause Memory semantic recall to throw errors
- 394dfad: Removed working memory tool calls from thread history after the working memory has been updated. This is to prevent updates from polluting the context history and confusing agents. They should only see the most recent copy of working memory.
  Also made memory.getWorkingMemory() public since it's useful for testing, debugging, and building UIs.
- Updated dependencies [b4fbc59]
- Updated dependencies [a838fde]
- Updated dependencies [a8bd4cf]
- Updated dependencies [7a3eeb0]
- Updated dependencies [0b54522]
- Updated dependencies [b3b34f5]
- Updated dependencies [1af25d5]
- Updated dependencies [a4686e8]
- Updated dependencies [6530ad1]
- Updated dependencies [27439ad]
  - @mastra/core@0.7.0
  - @mastra/rag@0.1.14

## 0.2.6-alpha.4

### Patch Changes

- 394dfad: Removed working memory tool calls from thread history after the working memory has been updated. This is to prevent updates from polluting the context history and confusing agents. They should only see the most recent copy of working memory.
  Also made memory.getWorkingMemory() public since it's useful for testing, debugging, and building UIs.

## 0.2.6-alpha.3

### Patch Changes

- 05095e9: Fixed an issue where very long messages would cause Memory semantic recall to throw errors
- Updated dependencies [b3b34f5]
- Updated dependencies [a4686e8]
  - @mastra/core@0.7.0-alpha.3
  - @mastra/rag@0.1.14-alpha.3

## 0.2.6-alpha.2

### Patch Changes

- Updated dependencies [a838fde]
- Updated dependencies [a8bd4cf]
- Updated dependencies [7a3eeb0]
- Updated dependencies [6530ad1]
  - @mastra/core@0.7.0-alpha.2

## 0.2.6-alpha.1

### Patch Changes

- Updated dependencies [0b54522]
- Updated dependencies [1af25d5]
- Updated dependencies [27439ad]
  - @mastra/core@0.7.0-alpha.1

## 0.2.6-alpha.0

### Patch Changes

- Updated dependencies [b4fbc59]
  - @mastra/core@0.6.5-alpha.0

## 0.2.5

### Patch Changes

- Updated dependencies [6794797]
- Updated dependencies [fb68a80]
- Updated dependencies [b56a681]
- Updated dependencies [248cb07]
  - @mastra/core@0.6.4

## 0.2.5-alpha.1

### Patch Changes

- Updated dependencies [6794797]
  - @mastra/core@0.6.4-alpha.1

## 0.2.5-alpha.0

### Patch Changes

- Updated dependencies [fb68a80]
- Updated dependencies [b56a681]
- Updated dependencies [248cb07]
  - @mastra/core@0.6.4-alpha.0

## 0.2.4

### Patch Changes

- 404640e: AgentNetwork changeset
- Updated dependencies [404640e]
- Updated dependencies [3bce733]
  - @mastra/core@0.6.3

## 0.2.4-alpha.1

### Patch Changes

- Updated dependencies [3bce733]
  - @mastra/core@0.6.3-alpha.1

## 0.2.4-alpha.0

### Patch Changes

- 404640e: AgentNetwork changeset
- Updated dependencies [404640e]
  - @mastra/core@0.6.3-alpha.0

## 0.2.3

### Patch Changes

- Updated dependencies [beaf1c2]
- Updated dependencies [3084e13]
  - @mastra/core@0.6.2

## 0.2.3-alpha.0

### Patch Changes

- Updated dependencies [beaf1c2]
- Updated dependencies [3084e13]
  - @mastra/core@0.6.2-alpha.0

## 0.2.2

### Patch Changes

- Updated dependencies [fc2f89c]
- Updated dependencies [dfbb131]
- Updated dependencies [f4854ee]
- Updated dependencies [afaf73f]
- Updated dependencies [0850b4c]
- Updated dependencies [7bcfaee]
- Updated dependencies [44631b1]
- Updated dependencies [9116d70]
- Updated dependencies [6e559a0]
- Updated dependencies [5f43505]
  - @mastra/core@0.6.1

## 0.2.2-alpha.2

### Patch Changes

- Updated dependencies [fc2f89c]
- Updated dependencies [dfbb131]
- Updated dependencies [0850b4c]
- Updated dependencies [9116d70]
  - @mastra/core@0.6.1-alpha.2

## 0.2.2-alpha.1

### Patch Changes

- Updated dependencies [f4854ee]
- Updated dependencies [afaf73f]
- Updated dependencies [44631b1]
- Updated dependencies [6e559a0]
- Updated dependencies [5f43505]
  - @mastra/core@0.6.1-alpha.1

## 0.2.2-alpha.0

### Patch Changes

- Updated dependencies [7bcfaee]
  - @mastra/core@0.6.1-alpha.0

## 0.2.1

### Patch Changes

- 3729dbd: Fixed a bug where useChat with client side tool calling and Memory would not work. Added docs for using Memory with useChat()
- Updated dependencies [16b98d9]
- Updated dependencies [1c8cda4]
- Updated dependencies [95b4144]
- Updated dependencies [3729dbd]
- Updated dependencies [c2144f4]
  - @mastra/core@0.6.0

## 0.2.1-alpha.1

### Patch Changes

- Updated dependencies [16b98d9]
- Updated dependencies [1c8cda4]
- Updated dependencies [95b4144]
- Updated dependencies [c2144f4]
  - @mastra/core@0.6.0-alpha.1

## 0.2.1-alpha.0

### Patch Changes

- 3729dbd: Fixed a bug where useChat with client side tool calling and Memory would not work. Added docs for using Memory with useChat()
- Updated dependencies [3729dbd]
  - @mastra/core@0.5.1-alpha.0

## 0.2.0

### Minor Changes

- 59df7b6: Added a new option to use tool-calls for saving working memory: new Memory({ workingMemory: { enabled: true, use: "tool-call" } }). This is to support response methods like toDataStream where masking working memory chunks would be more resource intensive and complex.
  To support this `memory` is now passed into tool execute args.

### Patch Changes

- c151ae6: Fixed an issue where models that don't support structured output would error when generating a thread title. Added an option to disable thread title llm generation `new Memory({ threads: { generateTitle: false }})`
- f2301de: Added the ability to ensure the accessed thread in memory.query() is for the right resource id. ex memory.query({ threadId, resourceId }). If the resourceId doesn't own the thread it will throw an error.
- fd4a1d7: Update cjs bundling to make sure files are split
- Updated dependencies [a910463]
- Updated dependencies [59df7b6]
- Updated dependencies [22643eb]
- Updated dependencies [6feb23f]
- Updated dependencies [f2d6727]
- Updated dependencies [7a7a547]
- Updated dependencies [29f3a82]
- Updated dependencies [3d0e290]
- Updated dependencies [e9fbac5]
- Updated dependencies [301e4ee]
- Updated dependencies [ee667a2]
- Updated dependencies [dfbe4e9]
- Updated dependencies [dab255b]
- Updated dependencies [1e8bcbc]
- Updated dependencies [f6678e4]
- Updated dependencies [9e81f35]
- Updated dependencies [c93798b]
- Updated dependencies [a85ab24]
- Updated dependencies [dbd9f2d]
- Updated dependencies [59df7b6]
- Updated dependencies [caefaa2]
- Updated dependencies [c151ae6]
- Updated dependencies [52e0418]
- Updated dependencies [d79aedf]
- Updated dependencies [03236ec]
- Updated dependencies [3764e71]
- Updated dependencies [df982db]
- Updated dependencies [a171b37]
- Updated dependencies [506f1d5]
- Updated dependencies [02ffb7b]
- Updated dependencies [0461849]
- Updated dependencies [2259379]
- Updated dependencies [aeb5e36]
- Updated dependencies [f2301de]
- Updated dependencies [358f069]
- Updated dependencies [fd4a1d7]
- Updated dependencies [c139344]
  - @mastra/core@0.5.0

## 0.2.0-alpha.12

### Patch Changes

- Updated dependencies [a85ab24]
  - @mastra/core@0.5.0-alpha.12

## 0.2.0-alpha.11

### Patch Changes

- fd4a1d7: Update cjs bundling to make sure files are split
- Updated dependencies [7a7a547]
- Updated dependencies [c93798b]
- Updated dependencies [dbd9f2d]
- Updated dependencies [a171b37]
- Updated dependencies [fd4a1d7]
  - @mastra/core@0.5.0-alpha.11

## 0.2.0-alpha.10

### Patch Changes

- Updated dependencies [a910463]
  - @mastra/core@0.5.0-alpha.10

## 0.2.0-alpha.9

### Patch Changes

- f2301de: Added the ability to ensure the accessed thread in memory.query() is for the right resource id. ex memory.query({ threadId, resourceId }). If the resourceId doesn't own the thread it will throw an error.
- Updated dependencies [e9fbac5]
- Updated dependencies [1e8bcbc]
- Updated dependencies [aeb5e36]
- Updated dependencies [f2301de]
  - @mastra/core@0.5.0-alpha.9

## 0.2.0-alpha.8

### Patch Changes

- Updated dependencies [506f1d5]
  - @mastra/core@0.5.0-alpha.8

## 0.2.0-alpha.7

### Patch Changes

- Updated dependencies [ee667a2]
  - @mastra/core@0.5.0-alpha.7

## 0.2.0-alpha.6

### Patch Changes

- Updated dependencies [f6678e4]
  - @mastra/core@0.5.0-alpha.6

## 0.2.0-alpha.5

### Patch Changes

- c151ae6: Fixed an issue where models that don't support structured output would error when generating a thread title. Added an option to disable thread title llm generation `new Memory({ threads: { generateTitle: false }})`
- Updated dependencies [22643eb]
- Updated dependencies [6feb23f]
- Updated dependencies [f2d6727]
- Updated dependencies [301e4ee]
- Updated dependencies [dfbe4e9]
- Updated dependencies [9e81f35]
- Updated dependencies [caefaa2]
- Updated dependencies [c151ae6]
- Updated dependencies [52e0418]
- Updated dependencies [03236ec]
- Updated dependencies [3764e71]
- Updated dependencies [df982db]
- Updated dependencies [0461849]
- Updated dependencies [2259379]
- Updated dependencies [358f069]
  - @mastra/core@0.5.0-alpha.5

## 0.2.0-alpha.4

### Patch Changes

- Updated dependencies [d79aedf]
  - @mastra/core@0.5.0-alpha.4

## 0.2.0-alpha.3

### Patch Changes

- Updated dependencies [3d0e290]
  - @mastra/core@0.5.0-alpha.3

## 0.2.0-alpha.2

### Patch Changes

- Updated dependencies [02ffb7b]
  - @mastra/core@0.5.0-alpha.2

## 0.2.0-alpha.1

### Patch Changes

- Updated dependencies [dab255b]
  - @mastra/core@0.5.0-alpha.1

## 0.2.0-alpha.0

### Minor Changes

- 59df7b6: Added a new option to use tool-calls for saving working memory: new Memory({ workingMemory: { enabled: true, use: "tool-call" } }). This is to support response methods like toDataStream where masking working memory chunks would be more resource intensive and complex.
  To support this `memory` is now passed into tool execute args.

### Patch Changes

- Updated dependencies [59df7b6]
- Updated dependencies [29f3a82]
- Updated dependencies [59df7b6]
- Updated dependencies [c139344]
  - @mastra/core@0.5.0-alpha.0

## 0.1.7

### Patch Changes

- Updated dependencies [1da20e7]
  - @mastra/core@0.4.4

## 0.1.7-alpha.0

### Patch Changes

- Updated dependencies [1da20e7]
  - @mastra/core@0.4.4-alpha.0

## 0.1.6

### Patch Changes

- 0fd78ac: Update vector store functions to use object params
- bb4f447: Add support for commonjs
- Updated dependencies [0d185b1]
- Updated dependencies [ed55f1d]
- Updated dependencies [06aa827]
- Updated dependencies [0fd78ac]
- Updated dependencies [2512a93]
- Updated dependencies [e62de74]
- Updated dependencies [0d25b75]
- Updated dependencies [fd14a3f]
- Updated dependencies [8d13b14]
- Updated dependencies [3f369a2]
- Updated dependencies [3ee4831]
- Updated dependencies [4d4e1e1]
- Updated dependencies [bb4f447]
- Updated dependencies [108793c]
- Updated dependencies [5f28f44]
- Updated dependencies [dabecf4]
  - @mastra/core@0.4.3

## 0.1.6-alpha.4

### Patch Changes

- Updated dependencies [dabecf4]
  - @mastra/core@0.4.3-alpha.4

## 0.1.6-alpha.3

### Patch Changes

- 0fd78ac: Update vector store functions to use object params
- bb4f447: Add support for commonjs
- Updated dependencies [0fd78ac]
- Updated dependencies [0d25b75]
- Updated dependencies [fd14a3f]
- Updated dependencies [3f369a2]
- Updated dependencies [4d4e1e1]
- Updated dependencies [bb4f447]
  - @mastra/core@0.4.3-alpha.3

## 0.1.6-alpha.2

### Patch Changes

- Updated dependencies [2512a93]
- Updated dependencies [e62de74]
  - @mastra/core@0.4.3-alpha.2

## 0.1.6-alpha.1

### Patch Changes

- Updated dependencies [0d185b1]
- Updated dependencies [ed55f1d]
- Updated dependencies [8d13b14]
- Updated dependencies [3ee4831]
- Updated dependencies [108793c]
- Updated dependencies [5f28f44]
  - @mastra/core@0.4.3-alpha.1

## 0.1.6-alpha.0

### Patch Changes

- Updated dependencies [06aa827]
  - @mastra/core@0.4.3-alpha.0

## 0.1.5

### Patch Changes

- Updated dependencies [7fceae1]
- Updated dependencies [8d94c3e]
- Updated dependencies [99dcdb5]
- Updated dependencies [6cb63e0]
- Updated dependencies [f626fbb]
- Updated dependencies [e752340]
- Updated dependencies [eb91535]
  - @mastra/core@0.4.2

## 0.1.5-alpha.2

### Patch Changes

- Updated dependencies [8d94c3e]
- Updated dependencies [99dcdb5]
- Updated dependencies [e752340]
- Updated dependencies [eb91535]
  - @mastra/core@0.4.2-alpha.2

## 0.1.5-alpha.1

### Patch Changes

- Updated dependencies [6cb63e0]
  - @mastra/core@0.4.2-alpha.1

## 0.1.5-alpha.0

### Patch Changes

- Updated dependencies [7fceae1]
- Updated dependencies [f626fbb]
  - @mastra/core@0.4.2-alpha.0

## 0.1.4

### Patch Changes

- ce44b9b: Fixed a bug where embeddings were being created for memory even when semanticRecall was turned off
- Updated dependencies [ce44b9b]
- Updated dependencies [967da43]
- Updated dependencies [b405f08]
  - @mastra/core@0.4.1

## 0.1.3

### Patch Changes

- Updated dependencies [2fc618f]
- Updated dependencies [fe0fd01]
  - @mastra/core@0.4.0

## 0.1.3-alpha.1

### Patch Changes

- Updated dependencies [fe0fd01]
  - @mastra/core@0.4.0-alpha.1

## 0.1.3-alpha.0

### Patch Changes

- Updated dependencies [2fc618f]
  - @mastra/core@0.4.0-alpha.0

## 0.1.2

### Patch Changes

- Updated dependencies [f205ede]
  - @mastra/core@0.3.0

## 0.1.1

### Patch Changes

- 91ef439: Add eslint and ran autofix
- Updated dependencies [d59f1a8]
- Updated dependencies [91ef439]
- Updated dependencies [4a25be4]
- Updated dependencies [bf2e88f]
- Updated dependencies [2f0d707]
- Updated dependencies [aac1667]
  - @mastra/core@0.2.1

## 0.1.1-alpha.0

### Patch Changes

- 91ef439: Add eslint and ran autofix
- Updated dependencies [d59f1a8]
- Updated dependencies [91ef439]
- Updated dependencies [4a25be4]
- Updated dependencies [bf2e88f]
- Updated dependencies [2f0d707]
- Updated dependencies [aac1667]
  - @mastra/core@0.2.1-alpha.0

## 0.1.0

### Minor Changes

- 5916f9d: Update deps from fixed to ^
- 30322ce: Added new Memory API for managed agent memory via MastraStorage and MastraVector classes
- d7d465a: Breaking change for Memory: embeddings: {} has been replaced with embedder: new OpenAIEmbedder() (or whichever embedder you want - check the docs)
- cb290ee: Reworked the Memory public API to have more intuitive and simple property names
- 8b416d9: Breaking changes
- 27275c9: Added new short term "working" memory for agents. Also added a "maskStreamTags" helper to assist in hiding working memory xml blocks in streamed responses

### Patch Changes

- 8ae2bbc: Dane publishing
- e9d1b47: Rename Memory options historySearch to semanticRecall, rename embeddingOptions to embedding
- bdaf834: publish packages
- 837a288: MAJOR Revamp of tools, workflows, syncs.
- b97ca96: Tracing into default storage
- 033eda6: More fixes for refactor
- 0b74006: Workflow updates
- 3220d26: Fix lastStep error in agent stream
- 9c10484: update all packages
- 70dabd9: Fix broken publish
- c35aa18: bug: not all models support multiple system messages
- 0bd142c: Fixes learned from docs
- 9625602: Use mastra core splitted bundles in other packages
- b898fad: Fix get context window in memory
- 002d6d8: add memory to playground agent
- cf6d825: Fixed a bug where 0 values in memory configs were falling back to default val. Removed a noisy log. Removed a deprecated option
- 10870bc: Added a default vector db (libsql) and embedder (fastembed) so that new Memory() can be initialized with zero config
- a870123: Added local embedder class that uses fastembed-js, a Typescript/NodeJS implementation of @Qdrant/fastembed
- 7f5b1b2: @mastra/memory tsup bundling
- ccf115c: Fixed incomplete tool call errors when including memory message history in context
- b5393f1: New example: Dane and many fixes to make it work
- 67637ba: Fixed storage bugs related to the new Memory API
- 836f4e3: Fixed some issues with memory, added Upstash as a memory provider. Silenced dev logs in core
- 01502b0: fix thread title containing unnecessary text and removed unnecessary logs in memory
- 4f1d1a1: Enforce types ann cleanup package.json
- ee4de15: Dane fixes
- Updated dependencies [f537e33]
- Updated dependencies [6f2c0f5]
- Updated dependencies [e4d4ede]
- Updated dependencies [0be7181]
- Updated dependencies [dd6d87f]
- Updated dependencies [9029796]
- Updated dependencies [6fa4bd2]
- Updated dependencies [f031a1f]
- Updated dependencies [8151f44]
- Updated dependencies [d7d465a]
- Updated dependencies [4d4f6b6]
- Updated dependencies [73d112c]
- Updated dependencies [592e3cf]
- Updated dependencies [9d1796d]
- Updated dependencies [e897f1c]
- Updated dependencies [4a54c82]
- Updated dependencies [3967e69]
- Updated dependencies [8ae2bbc]
- Updated dependencies [e9d1b47]
- Updated dependencies [016493a]
- Updated dependencies [bc40916]
- Updated dependencies [93a3719]
- Updated dependencies [7d83b92]
- Updated dependencies [9fb3039]
- Updated dependencies [d5e12de]
- Updated dependencies [e1dd94a]
- Updated dependencies [07c069d]
- Updated dependencies [5cdfb88]
- Updated dependencies [837a288]
- Updated dependencies [685108a]
- Updated dependencies [c8ff2f5]
- Updated dependencies [5fdc87c]
- Updated dependencies [ae7bf94]
- Updated dependencies [8e7814f]
- Updated dependencies [66a03ec]
- Updated dependencies [7d87a15]
- Updated dependencies [b97ca96]
- Updated dependencies [23dcb23]
- Updated dependencies [033eda6]
- Updated dependencies [8105fae]
- Updated dependencies [e097800]
- Updated dependencies [1944807]
- Updated dependencies [30322ce]
- Updated dependencies [1874f40]
- Updated dependencies [685108a]
- Updated dependencies [f7d1131]
- Updated dependencies [79acad0]
- Updated dependencies [7a19083]
- Updated dependencies [382f4dc]
- Updated dependencies [1ebd071]
- Updated dependencies [0b74006]
- Updated dependencies [2f17a5f]
- Updated dependencies [f368477]
- Updated dependencies [7892533]
- Updated dependencies [9c10484]
- Updated dependencies [b726bf5]
- Updated dependencies [70dabd9]
- Updated dependencies [21fe536]
- Updated dependencies [176bc42]
- Updated dependencies [401a4d9]
- Updated dependencies [2e099d2]
- Updated dependencies [0b826f6]
- Updated dependencies [d68b532]
- Updated dependencies [75bf3f0]
- Updated dependencies [e6d8055]
- Updated dependencies [e2e76de]
- Updated dependencies [ccbc581]
- Updated dependencies [5950de5]
- Updated dependencies [fe3dcb0]
- Updated dependencies [78eec7c]
- Updated dependencies [a8a459a]
- Updated dependencies [0be7181]
- Updated dependencies [7b87567]
- Updated dependencies [b524c22]
- Updated dependencies [d7d465a]
- Updated dependencies [df843d3]
- Updated dependencies [4534e77]
- Updated dependencies [d6d8159]
- Updated dependencies [0bd142c]
- Updated dependencies [9625602]
- Updated dependencies [72d1990]
- Updated dependencies [f6ba259]
- Updated dependencies [2712098]
- Updated dependencies [eedb829]
- Updated dependencies [5285356]
- Updated dependencies [74b3078]
- Updated dependencies [cb290ee]
- Updated dependencies [b4d7416]
- Updated dependencies [e608d8c]
- Updated dependencies [06b2c0a]
- Updated dependencies [002d6d8]
- Updated dependencies [e448a26]
- Updated dependencies [8b416d9]
- Updated dependencies [fd494a3]
- Updated dependencies [dc90663]
- Updated dependencies [c872875]
- Updated dependencies [3c4488b]
- Updated dependencies [a7b016d]
- Updated dependencies [fd75f3c]
- Updated dependencies [7f24c29]
- Updated dependencies [2017553]
- Updated dependencies [a10b7a3]
- Updated dependencies [cf6d825]
- Updated dependencies [963c15a]
- Updated dependencies [7365b6c]
- Updated dependencies [5ee67d3]
- Updated dependencies [d38f7a6]
- Updated dependencies [38b7f66]
- Updated dependencies [2fa7f53]
- Updated dependencies [1420ae2]
- Updated dependencies [f6da688]
- Updated dependencies [3700be1]
- Updated dependencies [9ade36e]
- Updated dependencies [10870bc]
- Updated dependencies [2b01511]
- Updated dependencies [a870123]
- Updated dependencies [ccf115c]
- Updated dependencies [04434b6]
- Updated dependencies [5811de6]
- Updated dependencies [9f3ab05]
- Updated dependencies [66a5392]
- Updated dependencies [4b1ce2c]
- Updated dependencies [14064f2]
- Updated dependencies [f5dfa20]
- Updated dependencies [327ece7]
- Updated dependencies [da2e8d3]
- Updated dependencies [95a4697]
- Updated dependencies [d5fccfb]
- Updated dependencies [3427b95]
- Updated dependencies [538a136]
- Updated dependencies [e66643a]
- Updated dependencies [b5393f1]
- Updated dependencies [d2cd535]
- Updated dependencies [c2dd6b5]
- Updated dependencies [67637ba]
- Updated dependencies [836f4e3]
- Updated dependencies [5ee2e78]
- Updated dependencies [cd02c56]
- Updated dependencies [01502b0]
- Updated dependencies [16e5b04]
- Updated dependencies [d9c8dd0]
- Updated dependencies [9fb59d6]
- Updated dependencies [a9345f9]
- Updated dependencies [99f1847]
- Updated dependencies [04f3171]
- Updated dependencies [8769a62]
- Updated dependencies [d5ec619]
- Updated dependencies [27275c9]
- Updated dependencies [ae7bf94]
- Updated dependencies [4f1d1a1]
- Updated dependencies [ee4de15]
- Updated dependencies [202d404]
- Updated dependencies [a221426]
  - @mastra/core@0.2.0

## 0.1.0-alpha.92

### Patch Changes

- ccf115c: Fixed incomplete tool call errors when including memory message history in context
- Updated dependencies [016493a]
- Updated dependencies [382f4dc]
- Updated dependencies [176bc42]
- Updated dependencies [d68b532]
- Updated dependencies [fe3dcb0]
- Updated dependencies [e448a26]
- Updated dependencies [fd75f3c]
- Updated dependencies [ccf115c]
- Updated dependencies [a221426]
  - @mastra/core@0.2.0-alpha.110

## 0.1.0-alpha.91

### Patch Changes

- Updated dependencies [d5fccfb]
  - @mastra/core@0.2.0-alpha.109

## 0.1.0-alpha.90

### Patch Changes

- Updated dependencies [5ee67d3]
- Updated dependencies [95a4697]
  - @mastra/core@0.2.0-alpha.108

## 0.1.0-alpha.89

### Patch Changes

- Updated dependencies [66a5392]
  - @mastra/core@0.2.0-alpha.107

## 0.1.0-alpha.88

### Patch Changes

- Updated dependencies [6f2c0f5]
- Updated dependencies [a8a459a]
  - @mastra/core@0.2.0-alpha.106

## 0.1.0-alpha.87

### Patch Changes

- Updated dependencies [1420ae2]
- Updated dependencies [99f1847]
  - @mastra/core@0.2.0-alpha.105

## 0.1.0-alpha.86

### Patch Changes

- b97ca96: Tracing into default storage
- cf6d825: Fixed a bug where 0 values in memory configs were falling back to default val. Removed a noisy log. Removed a deprecated option
- 10870bc: Added a default vector db (libsql) and embedder (fastembed) so that new Memory() can be initialized with zero config
- Updated dependencies [5fdc87c]
- Updated dependencies [b97ca96]
- Updated dependencies [72d1990]
- Updated dependencies [cf6d825]
- Updated dependencies [10870bc]
  - @mastra/core@0.2.0-alpha.104

## 0.1.0-alpha.85

### Patch Changes

- Updated dependencies [4534e77]
  - @mastra/core@0.2.0-alpha.103

## 0.1.0-alpha.84

### Patch Changes

- Updated dependencies [a9345f9]
  - @mastra/core@0.2.0-alpha.102

## 0.1.0-alpha.83

### Patch Changes

- 4f1d1a1: Enforce types ann cleanup package.json
- Updated dependencies [66a03ec]
- Updated dependencies [4f1d1a1]
  - @mastra/core@0.2.0-alpha.101

## 0.1.0-alpha.82

### Patch Changes

- Updated dependencies [9d1796d]
  - @mastra/core@0.2.0-alpha.100

## 0.1.0-alpha.81

### Patch Changes

- Updated dependencies [7d83b92]
  - @mastra/core@0.2.0-alpha.99

## 0.1.0-alpha.80

### Patch Changes

- 70dabd9: Fix broken publish
- Updated dependencies [70dabd9]
- Updated dependencies [202d404]
  - @mastra/core@0.2.0-alpha.98

## 0.1.0-alpha.79

### Patch Changes

- a870123: Added local embedder class that uses fastembed-js, a Typescript/NodeJS implementation of @Qdrant/fastembed
- Updated dependencies [07c069d]
- Updated dependencies [7892533]
- Updated dependencies [e6d8055]
- Updated dependencies [5950de5]
- Updated dependencies [df843d3]
- Updated dependencies [a870123]
  - @mastra/core@0.2.0-alpha.97

## 0.1.0-alpha.78

### Patch Changes

- Updated dependencies [74b3078]
  - @mastra/core@0.2.0-alpha.96

## 0.1.0-alpha.77

### Patch Changes

- Updated dependencies [9fb59d6]
  - @mastra/core@0.2.0-alpha.95

## 0.1.0-alpha.76

### Minor Changes

- 8b416d9: Breaking changes

### Patch Changes

- 9c10484: update all packages
- Updated dependencies [9c10484]
- Updated dependencies [8b416d9]
  - @mastra/core@0.2.0-alpha.94

## 0.1.0-alpha.75

### Patch Changes

- Updated dependencies [5285356]
  - @mastra/core@0.2.0-alpha.93

## 0.1.0-alpha.74

### Patch Changes

- Updated dependencies [4d4f6b6]
  - @mastra/core@0.2.0-alpha.92

## 0.1.0-alpha.73

### Minor Changes

- d7d465a: Breaking change for Memory: embeddings: {} has been replaced with embedder: new OpenAIEmbedder() (or whichever embedder you want - check the docs)

### Patch Changes

- Updated dependencies [d7d465a]
- Updated dependencies [d7d465a]
- Updated dependencies [2017553]
- Updated dependencies [a10b7a3]
- Updated dependencies [16e5b04]
  - @mastra/core@0.2.0-alpha.91

## 0.1.0-alpha.72

### Patch Changes

- Updated dependencies [8151f44]
- Updated dependencies [e897f1c]
- Updated dependencies [3700be1]
  - @mastra/core@0.2.0-alpha.90

## 0.1.0-alpha.71

### Minor Changes

- 27275c9: Added new short term "working" memory for agents. Also added a "maskStreamTags" helper to assist in hiding working memory xml blocks in streamed responses

### Patch Changes

- Updated dependencies [27275c9]
  - @mastra/core@0.2.0-alpha.89

## 0.1.0-alpha.70

### Patch Changes

- Updated dependencies [ccbc581]
  - @mastra/core@0.2.0-alpha.88

## 0.1.0-alpha.69

### Patch Changes

- Updated dependencies [7365b6c]
  - @mastra/core@0.2.0-alpha.87

## 0.1.0-alpha.68

### Minor Changes

- 5916f9d: Update deps from fixed to ^

### Patch Changes

- 67637ba: Fixed storage bugs related to the new Memory API
- Updated dependencies [6fa4bd2]
- Updated dependencies [e2e76de]
- Updated dependencies [7f24c29]
- Updated dependencies [67637ba]
- Updated dependencies [04f3171]
  - @mastra/core@0.2.0-alpha.86

## 0.1.0-alpha.67

### Patch Changes

- e9d1b47: Rename Memory options historySearch to semanticRecall, rename embeddingOptions to embedding
- Updated dependencies [e9d1b47]
  - @mastra/core@0.2.0-alpha.85

## 0.1.0-alpha.66

### Minor Changes

- cb290ee: Reworked the Memory public API to have more intuitive and simple property names

### Patch Changes

- Updated dependencies [2f17a5f]
- Updated dependencies [cb290ee]
- Updated dependencies [b4d7416]
- Updated dependencies [38b7f66]
  - @mastra/core@0.2.0-alpha.84

## 0.1.0-alpha.65

### Minor Changes

- 30322ce: Added new Memory API for managed agent memory via MastraStorage and MastraVector classes

### Patch Changes

- c35aa18: bug: not all models support multiple system messages
- 9625602: Use mastra core splitted bundles in other packages
- Updated dependencies [30322ce]
- Updated dependencies [78eec7c]
- Updated dependencies [9625602]
- Updated dependencies [8769a62]
  - @mastra/core@0.2.0-alpha.83

## 0.0.2-alpha.64

### Patch Changes

- Updated dependencies [73d112c]
  - @mastra/core@0.1.27-alpha.82

## 0.0.2-alpha.63

### Patch Changes

- Updated dependencies [9fb3039]
  - @mastra/core@0.1.27-alpha.81

## 0.0.2-alpha.62

### Patch Changes

- 7f5b1b2: @mastra/memory tsup bundling

## 0.0.2-alpha.61

### Patch Changes

- Updated dependencies [327ece7]
  - @mastra/core@0.1.27-alpha.80

## 0.0.2-alpha.60

### Patch Changes

- Updated dependencies [21fe536]
  - @mastra/core@0.1.27-alpha.79

## 0.0.2-alpha.59

### Patch Changes

- Updated dependencies [685108a]
- Updated dependencies [685108a]
  - @mastra/core@0.1.27-alpha.78

## 0.0.2-alpha.58

### Patch Changes

- Updated dependencies [8105fae]
  - @mastra/core@0.1.27-alpha.77

## 0.0.2-alpha.57

### Patch Changes

- Updated dependencies [ae7bf94]
- Updated dependencies [ae7bf94]
  - @mastra/core@0.1.27-alpha.76

## 0.0.2-alpha.56

### Patch Changes

- Updated dependencies [23dcb23]
  - @mastra/core@0.1.27-alpha.75

## 0.0.2-alpha.55

### Patch Changes

- Updated dependencies [7b87567]
  - @mastra/core@0.1.27-alpha.74

## 0.0.2-alpha.54

### Patch Changes

- Updated dependencies [3427b95]
  - @mastra/core@0.1.27-alpha.73

## 0.0.2-alpha.53

### Patch Changes

- Updated dependencies [e4d4ede]
- Updated dependencies [06b2c0a]
  - @mastra/core@0.1.27-alpha.72

## 0.0.2-alpha.52

### Patch Changes

- Updated dependencies [d9c8dd0]
  - @mastra/core@0.1.27-alpha.71

## 0.0.2-alpha.51

### Patch Changes

- bdaf834: publish packages

## 0.0.2-alpha.50

### Patch Changes

- Updated dependencies [dd6d87f]
- Updated dependencies [04434b6]
  - @mastra/core@0.1.27-alpha.70

## 0.0.2-alpha.49

### Patch Changes

- Updated dependencies [1944807]
- Updated dependencies [9ade36e]
  - @mastra/core@0.1.27-alpha.69

## 0.0.2-alpha.48

### Patch Changes

- Updated dependencies [0be7181]
- Updated dependencies [0be7181]
  - @mastra/core@0.1.27-alpha.68

## 0.0.2-alpha.47

### Patch Changes

- Updated dependencies [c8ff2f5]
  - @mastra/core@0.1.27-alpha.67

## 0.0.2-alpha.46

### Patch Changes

- Updated dependencies [14064f2]
  - @mastra/core@0.1.27-alpha.66

## 0.0.2-alpha.45

### Patch Changes

- Updated dependencies [e66643a]
  - @mastra/core@0.1.27-alpha.65

## 0.0.2-alpha.44

### Patch Changes

- Updated dependencies [f368477]
- Updated dependencies [d5ec619]
  - @mastra/core@0.1.27-alpha.64

## 0.0.2-alpha.43

### Patch Changes

- Updated dependencies [e097800]
  - @mastra/core@0.1.27-alpha.63

## 0.0.2-alpha.42

### Patch Changes

- Updated dependencies [93a3719]
  - @mastra/core@0.1.27-alpha.62

## 0.0.2-alpha.41

### Patch Changes

- Updated dependencies [dc90663]
  - @mastra/core@0.1.27-alpha.61

## 0.0.2-alpha.40

### Patch Changes

- Updated dependencies [3967e69]
  - @mastra/core@0.1.27-alpha.60

## 0.0.2-alpha.39

### Patch Changes

- Updated dependencies [b524c22]
  - @mastra/core@0.1.27-alpha.59

## 0.0.2-alpha.38

### Patch Changes

- Updated dependencies [1874f40]
- Updated dependencies [4b1ce2c]
  - @mastra/core@0.1.27-alpha.58

## 0.0.2-alpha.37

### Patch Changes

- Updated dependencies [fd494a3]
  - @mastra/core@0.1.27-alpha.57

## 0.0.2-alpha.36

### Patch Changes

- Updated dependencies [9f3ab05]
  - @mastra/core@0.1.27-alpha.56

## 0.0.2-alpha.35

### Patch Changes

- 837a288: MAJOR Revamp of tools, workflows, syncs.
- 0b74006: Workflow updates
- Updated dependencies [592e3cf]
- Updated dependencies [837a288]
- Updated dependencies [0b74006]
  - @mastra/core@0.1.27-alpha.55

## 0.0.2-alpha.34

### Patch Changes

- Updated dependencies [d2cd535]
  - @mastra/core@0.1.27-alpha.54

## 0.0.2-alpha.33

### Patch Changes

- Updated dependencies [8e7814f]
  - @mastra/core@0.1.27-alpha.53

## 0.0.2-alpha.32

### Patch Changes

- Updated dependencies [eedb829]
  - @mastra/core@0.1.27-alpha.52

## 0.0.2-alpha.31

### Patch Changes

- Updated dependencies [a7b016d]
- Updated dependencies [da2e8d3]
- Updated dependencies [538a136]
  - @mastra/core@0.1.27-alpha.51

## 0.0.2-alpha.30

### Patch Changes

- Updated dependencies [401a4d9]
  - @mastra/core@0.1.27-alpha.50

## 0.0.2-alpha.29

### Patch Changes

- Updated dependencies [79acad0]
- Updated dependencies [f5dfa20]
  - @mastra/core@0.1.27-alpha.49

## 0.0.2-alpha.28

### Patch Changes

- Updated dependencies [b726bf5]
  - @mastra/core@0.1.27-alpha.48

## 0.0.2-alpha.27

### Patch Changes

- Updated dependencies [f6ba259]
  - @mastra/core@0.1.27-alpha.47

## 0.0.2-alpha.26

### Patch Changes

- 8ae2bbc: Dane publishing
- 0bd142c: Fixes learned from docs
- ee4de15: Dane fixes
- Updated dependencies [8ae2bbc]
- Updated dependencies [0bd142c]
- Updated dependencies [ee4de15]
  - @mastra/core@0.1.27-alpha.46

## 0.0.2-alpha.25

### Patch Changes

- 3220d26: Fix lastStep error in agent stream

## 0.0.2-alpha.24

### Patch Changes

- 002d6d8: add memory to playground agent
- Updated dependencies [e608d8c]
- Updated dependencies [002d6d8]
  - @mastra/core@0.1.27-alpha.45

## 0.0.2-alpha.23

### Patch Changes

- Updated dependencies [2fa7f53]
  - @mastra/core@0.1.27-alpha.44

## 0.0.2-alpha.22

### Patch Changes

- Updated dependencies [2e099d2]
- Updated dependencies [d6d8159]
  - @mastra/core@0.1.27-alpha.43

## 0.0.2-alpha.21

### Patch Changes

- Updated dependencies [4a54c82]
  - @mastra/core@0.1.27-alpha.42

## 0.0.2-alpha.20

### Patch Changes

- Updated dependencies [5cdfb88]
  - @mastra/core@0.1.27-alpha.41

## 0.0.2-alpha.19

### Patch Changes

- Updated dependencies [9029796]
  - @mastra/core@0.1.27-alpha.40

## 0.0.2-alpha.18

### Patch Changes

- Updated dependencies [2b01511]
  - @mastra/core@0.1.27-alpha.39

## 0.0.2-alpha.17

### Patch Changes

- Updated dependencies [f031a1f]
  - @mastra/core@0.1.27-alpha.38

## 0.0.2-alpha.16

### Patch Changes

- b5393f1: New example: Dane and many fixes to make it work
- Updated dependencies [c872875]
- Updated dependencies [f6da688]
- Updated dependencies [b5393f1]
  - @mastra/core@0.1.27-alpha.37

## 0.0.2-alpha.15

### Patch Changes

- b898fad: Fix get context window in memory
- Updated dependencies [f537e33]
- Updated dependencies [bc40916]
- Updated dependencies [f7d1131]
- Updated dependencies [75bf3f0]
- Updated dependencies [3c4488b]
- Updated dependencies [d38f7a6]
  - @mastra/core@0.1.27-alpha.36

## 0.0.2-alpha.14

### Patch Changes

- 033eda6: More fixes for refactor
- Updated dependencies [033eda6]
  - @mastra/core@0.1.27-alpha.35

## 0.0.2-alpha.13

### Patch Changes

- 837a288: MAJOR Revamp of tools, workflows, syncs.
- Updated dependencies [837a288]
- Updated dependencies [5811de6]
  - @mastra/core@0.1.27-alpha.34

## 0.0.2-alpha.12

### Patch Changes

- Updated dependencies [e1dd94a]
  - @mastra/core@0.1.27-alpha.33

## 0.0.2-alpha.11

### Patch Changes

- Updated dependencies [2712098]
  - @mastra/core@0.1.27-alpha.32

## 0.0.2-alpha.10

### Patch Changes

- Updated dependencies [c2dd6b5]
  - @mastra/core@0.1.27-alpha.31

## 0.0.2-alpha.9

### Patch Changes

- Updated dependencies [963c15a]
  - @mastra/core@0.1.27-alpha.30

## 0.0.2-alpha.8

### Patch Changes

- Updated dependencies [7d87a15]
  - @mastra/core@0.1.27-alpha.29

## 0.0.2-alpha.7

### Patch Changes

- Updated dependencies [1ebd071]
  - @mastra/core@0.1.27-alpha.28

## 0.0.2-alpha.6

### Patch Changes

- Updated dependencies [cd02c56]
  - @mastra/core@0.1.27-alpha.27

## 0.0.2-alpha.5

### Patch Changes

- Updated dependencies [d5e12de]
  - @mastra/core@0.1.27-alpha.26

## 0.0.2-alpha.4

### Patch Changes

- 01502b0: fix thread title containing unnecessary text and removed unnecessary logs in memory
- Updated dependencies [01502b0]
  - @mastra/core@0.1.27-alpha.25

## 0.0.2-alpha.3

### Patch Changes

- 836f4e3: Fixed some issues with memory, added Upstash as a memory provider. Silenced dev logs in core
- Updated dependencies [836f4e3]
  - @mastra/core@0.1.27-alpha.24

## 0.0.2-alpha.2

### Patch Changes

- Updated dependencies [0b826f6]
  - @mastra/core@0.1.27-alpha.23

## 0.0.2-alpha.1

### Patch Changes

- Updated dependencies [7a19083]
  - @mastra/core@0.1.27-alpha.22

## 0.0.2-alpha.0

### Patch Changes

- Updated dependencies [5ee2e78]
  - @mastra/core@0.1.27-alpha.21