# @mastra/libsql

## 1.9.0

### Minor Changes

- Use DiskANN vector_top_k() index for faster vector queries when available ([#14913](https://github.com/mastra-ai/mastra/pull/14913))

  LibSQLVector.query() now automatically uses the existing DiskANN index for approximate nearest neighbor search instead of brute-force full table scans, providing 10-25x query speedups on larger datasets. Falls back to brute-force when no index exists.

### Patch Changes

- Add `BackgroundTasksStorage` domain implementation so `@mastra/core` background task execution works with any storage adapter. ([#15307](https://github.com/mastra-ai/mastra/pull/15307))

- Added `getTraceLight` method to the observability storage, returning only lightweight span fields needed for timeline rendering. This avoids transferring heavy fields like `input`, `output`, `attributes`, and `metadata` when they are not needed. ([#15574](https://github.com/mastra-ai/mastra/pull/15574))

- 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), [`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), [`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

## 1.9.0-alpha.2

### Patch Changes

- Added `getTraceLight` method to the observability storage, returning only lightweight span fields needed for timeline rendering. This avoids transferring heavy fields like `input`, `output`, `attributes`, and `metadata` when they are not needed. ([#15574](https://github.com/mastra-ai/mastra/pull/15574))

- Updated dependencies [[`20f59b8`](https://github.com/mastra-ai/mastra/commit/20f59b876cf91199efbc49a0e36b391240708f08), [`e2687a7`](https://github.com/mastra-ai/mastra/commit/e2687a7408790c384563816a9a28ed06735684c9), [`8f1b280`](https://github.com/mastra-ai/mastra/commit/8f1b280b7fe6999ec654f160cb69c1a8719e7a57), [`12df98c`](https://github.com/mastra-ai/mastra/commit/12df98c4904643d9481f5c78f3bed443725b4c96)]:
  - @mastra/core@1.26.0-alpha.11

## 1.9.0-alpha.1

### Minor Changes

- Use DiskANN vector_top_k() index for faster vector queries when available ([#14913](https://github.com/mastra-ai/mastra/pull/14913))

  LibSQLVector.query() now automatically uses the existing DiskANN index for approximate nearest neighbor search instead of brute-force full table scans, providing 10-25x query speedups on larger datasets. Falls back to brute-force when no index exists.

### Patch Changes

- Updated dependencies [[`16e34ca`](https://github.com/mastra-ai/mastra/commit/16e34caa98b9a114b17a6125e4e3fd87f169d0d0)]:
  - @mastra/core@1.26.0-alpha.9

## 1.8.2-alpha.0

### Patch Changes

- Add `BackgroundTasksStorage` domain implementation so `@mastra/core` background task execution works with any storage adapter. ([#15307](https://github.com/mastra-ai/mastra/pull/15307))

- Updated dependencies [[`d63ffdb`](https://github.com/mastra-ai/mastra/commit/d63ffdbb2c11e76fe5ea45faab44bc15460f010c)]:
  - @mastra/core@1.25.1-alpha.0

## 1.8.1

### Patch Changes

- Fixed "column does not exist" errors when using experiment review features on databases created before the review pipeline was introduced. Startup now automatically migrates older experiment tables to the latest schema. ([#15304](https://github.com/mastra-ai/mastra/pull/15304))

- Added `entityVersionId`, `parentEntityVersionId`, and `rootEntityVersionId` columns to observability storage tables (spans, metrics, scores, feedback, logs) for filtering and grouping traces by entity version. Added ALTER TABLE migrations for existing databases. Added `targetType`, `targetId`, `agentVersion`, and `status` filters to `listExperiments`, and `traceId` and `status` filters to `listExperimentResults`. ([#15317](https://github.com/mastra-ai/mastra/pull/15317))

- 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), [`0c4cd13`](https://github.com/mastra-ai/mastra/commit/0c4cd131931c04ac5405373c932a242dbe88edd6), [`b16a753`](https://github.com/mastra-ai/mastra/commit/b16a753d5748440248d7df82e29bb987a9c8386c)]:
  - @mastra/core@1.25.0

## 1.8.1-alpha.1

### Patch Changes

- Added `entityVersionId`, `parentEntityVersionId`, and `rootEntityVersionId` columns to observability storage tables (spans, metrics, scores, feedback, logs) for filtering and grouping traces by entity version. Added ALTER TABLE migrations for existing databases. Added `targetType`, `targetId`, `agentVersion`, and `status` filters to `listExperiments`, and `traceId` and `status` filters to `listExperimentResults`. ([#15317](https://github.com/mastra-ai/mastra/pull/15317))

- Updated dependencies [[`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), [`8dcc77e`](https://github.com/mastra-ai/mastra/commit/8dcc77e78a5340f5848f74b9e9f1b3da3513c1f5), [`aa67fc5`](https://github.com/mastra-ai/mastra/commit/aa67fc59ee8a5eeff1f23eb05970b8d7a536c8ff), [`fa8140b`](https://github.com/mastra-ai/mastra/commit/fa8140bcd4251d2e3ac85fdc5547dfc4f372b5be), [`190f452`](https://github.com/mastra-ai/mastra/commit/190f45258b0640e2adfc8219fa3258cdc5b8f071), [`7e7bf60`](https://github.com/mastra-ai/mastra/commit/7e7bf606886bf374a6f9d4ca9b09dd83d0533372), [`184907d`](https://github.com/mastra-ai/mastra/commit/184907d775d8609c03c26e78ccaf37315f3aa287), [`0c4cd13`](https://github.com/mastra-ai/mastra/commit/0c4cd131931c04ac5405373c932a242dbe88edd6), [`b16a753`](https://github.com/mastra-ai/mastra/commit/b16a753d5748440248d7df82e29bb987a9c8386c)]:
  - @mastra/core@1.25.0-alpha.3

## 1.8.1-alpha.0

### Patch Changes

- Fixed "column does not exist" errors when using experiment review features on databases created before the review pipeline was introduced. Startup now automatically migrates older experiment tables to the latest schema. ([#15304](https://github.com/mastra-ai/mastra/pull/15304))

## 1.8.0

### Minor Changes

- Implemented `updateObservationalMemoryConfig()` in Postgres, LibSQL, and MongoDB storage adapters. This enables per-record config overrides for observational memory thresholds, supporting the new `memory.updateObservationalMemoryConfig()` API in `@mastra/memory`. ([#15115](https://github.com/mastra-ai/mastra/pull/15115))

### Patch Changes

- 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

## 1.8.0-alpha.0

### Minor Changes

- Implemented `updateObservationalMemoryConfig()` in Postgres, LibSQL, and MongoDB storage adapters. This enables per-record config overrides for observational memory thresholds, supporting the new `memory.updateObservationalMemoryConfig()` API in `@mastra/memory`. ([#15115](https://github.com/mastra-ai/mastra/pull/15115))

### Patch Changes

- Updated dependencies [[`a50d220`](https://github.com/mastra-ai/mastra/commit/a50d220b01ecbc5644d489a3d446c3bd4ab30245)]:
  - @mastra/core@1.23.0-alpha.9

## 1.7.4

### Patch Changes

- Added expectedTrajectory support to dataset items across all storage backends and API layer. Dataset items can now store trajectory expectations that define expected agent execution steps, ordering, and constraints for trajectory-based evaluation scoring. ([#14902](https://github.com/mastra-ai/mastra/pull/14902))

- 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

## 1.7.4-alpha.0

### Patch Changes

- Added expectedTrajectory support to dataset items across all storage backends and API layer. Dataset items can now store trajectory expectations that define expected agent execution steps, ordering, and constraints for trajectory-based evaluation scoring. ([#14902](https://github.com/mastra-ai/mastra/pull/14902))

- 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

## 1.7.3

### 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))

- Add `getReviewSummary()` to experiments storage for aggregating review status counts ([#14649](https://github.com/mastra-ai/mastra/pull/14649))

  Query experiment results grouped by experiment ID, returning counts of `needs-review`, `reviewed`, and `complete` items in a single query instead of fetching all results client-side.

  ```ts
  const summary = await storage.experiments.getReviewSummary();
  // [{ experimentId: 'exp-1', needsReview: 3, reviewed: 5, complete: 2, total: 10 }, ...]
  ```

- Added `scorerIds` persistence for datasets. The `scorerIds` field is now stored and retrieved correctly when creating or updating datasets. ([#14783](https://github.com/mastra-ai/mastra/pull/14783))

- 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

## 1.7.3-alpha.3

### Patch Changes

- Added `scorerIds` persistence for datasets. The `scorerIds` field is now stored and retrieved correctly when creating or updating datasets. ([#14783](https://github.com/mastra-ai/mastra/pull/14783))

- Updated dependencies [[`fbf22a7`](https://github.com/mastra-ai/mastra/commit/fbf22a7ad86bcb50dcf30459f0d075e51ddeb468), [`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), [`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), [`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)]:
  - @mastra/core@1.18.0-alpha.4

## 1.7.3-alpha.2

### Patch Changes

- Add `getReviewSummary()` to experiments storage for aggregating review status counts ([#14649](https://github.com/mastra-ai/mastra/pull/14649))

  Query experiment results grouped by experiment ID, returning counts of `needs-review`, `reviewed`, and `complete` items in a single query instead of fetching all results client-side.

  ```ts
  const summary = await storage.experiments.getReviewSummary();
  // [{ experimentId: 'exp-1', needsReview: 3, reviewed: 5, complete: 2, total: 10 }, ...]
  ```

- 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

## 1.7.3-alpha.1

### 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))

- 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

## 1.7.3-alpha.0

### 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

## 1.7.2

### Patch Changes

- Added storage support for dataset targeting and experiment status fields. ([#14470](https://github.com/mastra-ai/mastra/pull/14470))
  - Added `targetType` (text) and `targetIds` (jsonb) columns to datasets table for entity association
  - Added `tags` (jsonb) column to datasets table for tag vocabulary
  - Added `status` column to experiment results for review workflow tracking
  - Added migration logic to add new columns to existing tables

- Added agent version support for experiments. When triggering an experiment, you can now pass an `agentVersion` parameter to pin which agent version to use. The agent version is stored with the experiment and returned in experiment responses. ([#14562](https://github.com/mastra-ai/mastra/pull/14562))

  ```ts
  const client = new MastraClient();

  await client.triggerDatasetExperiment({
    datasetId: 'my-dataset',
    targetType: 'agent',
    targetId: 'my-agent',
    version: 3, // pin to dataset version 3
    agentVersion: 'ver_abc123', // pin to a specific agent version
  });
  ```

- 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), [`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

## 1.7.2-alpha.1

### Patch Changes

- Added agent version support for experiments. When triggering an experiment, you can now pass an `agentVersion` parameter to pin which agent version to use. The agent version is stored with the experiment and returned in experiment responses. ([#14562](https://github.com/mastra-ai/mastra/pull/14562))

  ```ts
  const client = new MastraClient();

  await client.triggerDatasetExperiment({
    datasetId: 'my-dataset',
    targetType: 'agent',
    targetId: 'my-agent',
    version: 3, // pin to dataset version 3
    agentVersion: 'ver_abc123', // pin to a specific agent version
  });
  ```

- Updated dependencies [[`7dbd611`](https://github.com/mastra-ai/mastra/commit/7dbd611a85cb1e0c0a1581c57564268cb183d86e), [`41aee84`](https://github.com/mastra-ai/mastra/commit/41aee84561ceebe28bad1ecba8702d92838f67f0)]:
  - @mastra/core@1.16.0-alpha.1

## 1.7.2-alpha.0

### Patch Changes

- Added storage support for dataset targeting and experiment status fields. ([#14470](https://github.com/mastra-ai/mastra/pull/14470))
  - Added `targetType` (text) and `targetIds` (jsonb) columns to datasets table for entity association
  - Added `tags` (jsonb) column to datasets table for tag vocabulary
  - Added `status` column to experiment results for review workflow tracking
  - Added migration logic to add new columns to existing tables

- Updated dependencies [[`68ed4e9`](https://github.com/mastra-ai/mastra/commit/68ed4e9f118e8646b60a6112dabe854d0ef53902), [`085c1da`](https://github.com/mastra-ai/mastra/commit/085c1daf71b55a97b8ebad26623089e40055021c), [`4a75e10`](https://github.com/mastra-ai/mastra/commit/4a75e106bd31c283a1b3fe74c923610dcc46415b), [`085c1da`](https://github.com/mastra-ai/mastra/commit/085c1daf71b55a97b8ebad26623089e40055021c)]:
  - @mastra/core@1.16.0-alpha.0

## 1.7.1

### Patch Changes

- Added dated message boundary delimiters when activating buffered observations for improved cache stability. ([#14367](https://github.com/mastra-ai/mastra/pull/14367))

- Updated dependencies [[`51970b3`](https://github.com/mastra-ai/mastra/commit/51970b3828494d59a8dd4df143b194d37d31e3f5), [`4444280`](https://github.com/mastra-ai/mastra/commit/444428094253e916ec077e66284e685fde67021e), [`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

## 1.7.1-alpha.0

### Patch Changes

- Added dated message boundary delimiters when activating buffered observations for improved cache stability. ([#14367](https://github.com/mastra-ai/mastra/pull/14367))

- 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

## 1.7.0

### Minor Changes

- Added `requestContext` column to the spans table. Request context data from tracing is now persisted alongside other span data. ([#14020](https://github.com/mastra-ai/mastra/pull/14020))

- Added `requestContext` and `requestContextSchema` column support to dataset storage. Dataset items now persist request context alongside input and ground truth data. ([#13938](https://github.com/mastra-ai/mastra/pull/13938))

### Patch Changes

- Added resilient column handling to insert and update operations. Unknown columns in records are now silently dropped instead of causing SQL errors, ensuring forward compatibility when newer domain packages add fields that haven't been migrated yet. ([#14021](https://github.com/mastra-ai/mastra/pull/14021))

  For example, calling `db.insert({ tableName, record: { id: '1', title: 'Hello', futureField: 'value' } })` will silently ignore `futureField` if it doesn't exist in the database table, rather than throwing. The same applies to `update` — unknown fields in the data payload are dropped before building the SQL statement.

- Fixed slow semantic recall in the libsql, Cloudflare D1, and ClickHouse storage adapters. Recall performance no longer degrades as threads grow larger. (Fixes #11702) ([#14022](https://github.com/mastra-ai/mastra/pull/14022))

- 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), [`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), [`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

## 1.7.0-alpha.0

### Minor Changes

- Added `requestContext` column to the spans table. Request context data from tracing is now persisted alongside other span data. ([#14020](https://github.com/mastra-ai/mastra/pull/14020))

- Added `requestContext` and `requestContextSchema` column support to dataset storage. Dataset items now persist request context alongside input and ground truth data. ([#13938](https://github.com/mastra-ai/mastra/pull/13938))

### Patch Changes

- Added resilient column handling to insert and update operations. Unknown columns in records are now silently dropped instead of causing SQL errors, ensuring forward compatibility when newer domain packages add fields that haven't been migrated yet. ([#14021](https://github.com/mastra-ai/mastra/pull/14021))

  For example, calling `db.insert({ tableName, record: { id: '1', title: 'Hello', futureField: 'value' } })` will silently ignore `futureField` if it doesn't exist in the database table, rather than throwing. The same applies to `update` — unknown fields in the data payload are dropped before building the SQL statement.

- Fixed slow semantic recall in the libsql, Cloudflare D1, and ClickHouse storage adapters. Recall performance no longer degrades as threads grow larger. (Fixes #11702) ([#14022](https://github.com/mastra-ai/mastra/pull/14022))

- 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), [`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), [`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

## 1.6.4

### Patch Changes

- - Fixed experiment pending count showing negative values when experiments are triggered from the Studio ([#13831](https://github.com/mastra-ai/mastra/pull/13831))
  - Fixed scorer prompt metadata (analysis context, generated prompts) being lost when saving experiment scores
- 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

## 1.6.4-alpha.0

### Patch Changes

- - Fixed experiment pending count showing negative values when experiments are triggered from the Studio ([#13831](https://github.com/mastra-ai/mastra/pull/13831))
  - Fixed scorer prompt metadata (analysis context, generated prompts) being lost when saving experiment scores
- 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

## 1.6.3

### Patch Changes

- Added atomic `updateWorkflowResults` and `updateWorkflowState` to safely merge concurrent step results into workflow snapshots. ([#12575](https://github.com/mastra-ai/mastra/pull/12575))

- Added `insertObservationalMemoryRecord()` to PostgreSQL, LibSQL, MongoDB, and Upstash adapters for OM cloning support. ([#13569](https://github.com/mastra-ai/mastra/pull/13569))

- 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

## 1.6.3-alpha.0

### Patch Changes

- Added atomic `updateWorkflowResults` and `updateWorkflowState` to safely merge concurrent step results into workflow snapshots. ([#12575](https://github.com/mastra-ai/mastra/pull/12575))

- Added `insertObservationalMemoryRecord()` to PostgreSQL, LibSQL, MongoDB, and Upstash adapters for OM cloning support. ([#13569](https://github.com/mastra-ai/mastra/pull/13569))

- 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

## 1.6.2

### Patch Changes

- Fixed observation activation to always preserve a minimum amount of context. Previously, swapping buffered observation chunks could unexpectedly drop the context window to near-zero tokens. ([#13476](https://github.com/mastra-ai/mastra/pull/13476))

- Add a clear runtime error when `queryVector` is omitted for vector stores that require a vector for queries. Previously, omitting `queryVector` would produce confusing SDK-level errors; now each store throws a structured `MastraError` with `ErrorCategory.USER` explaining that metadata-only queries are not supported by that backend. ([#13286](https://github.com/mastra-ai/mastra/pull/13286))

- 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), [`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

## 1.6.2-alpha.0

### Patch Changes

- Fixed observation activation to always preserve a minimum amount of context. Previously, swapping buffered observation chunks could unexpectedly drop the context window to near-zero tokens. ([#13476](https://github.com/mastra-ai/mastra/pull/13476))

- Add a clear runtime error when `queryVector` is omitted for vector stores that require a vector for queries. Previously, omitting `queryVector` would produce confusing SDK-level errors; now each store throws a structured `MastraError` with `ErrorCategory.USER` explaining that metadata-only queries are not supported by that backend. ([#13286](https://github.com/mastra-ai/mastra/pull/13286))

- 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), [`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

## 1.6.1

### Patch Changes

- Fixed non-deterministic query ordering by adding secondary sort on id for dataset and dataset item queries. ([#13399](https://github.com/mastra-ai/mastra/pull/13399))

- Prompt blocks can now define their own variables schema (`requestContextSchema`), allowing you to create reusable prompt blocks with typed variable placeholders. The server now correctly computes and returns draft/published status for prompt blocks. Existing databases are automatically migrated when upgrading. ([#13351](https://github.com/mastra-ai/mastra/pull/13351))

- 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

## 1.6.1-alpha.0

### Patch Changes

- Fixed non-deterministic query ordering by adding secondary sort on id for dataset and dataset item queries. ([#13399](https://github.com/mastra-ai/mastra/pull/13399))

- Prompt blocks can now define their own variables schema (`requestContextSchema`), allowing you to create reusable prompt blocks with typed variable placeholders. The server now correctly computes and returns draft/published status for prompt blocks. Existing databases are automatically migrated when upgrading. ([#13351](https://github.com/mastra-ai/mastra/pull/13351))

- 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

## 1.6.0

### Minor Changes

- Added MCP server table and CRUD operations to storage adapters, enabling MCP server configurations to be persisted alongside agents and workflows. ([#13357](https://github.com/mastra-ai/mastra/pull/13357))

### Patch Changes

- Added storage schema support for processor graphs on stored agents. ([#13357](https://github.com/mastra-ai/mastra/pull/13357))

- Storage adapters now return `suggestedContinuation` and `currentTask` fields on Observational Memory activation, enabling agents to maintain conversational context across activation boundaries. ([#13357](https://github.com/mastra-ai/mastra/pull/13357))

- Updated dependencies [[`0d9efb4`](https://github.com/mastra-ai/mastra/commit/0d9efb47992c34aa90581c18b9f51f774f6252a5), [`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

## 1.6.0-alpha.0

### Minor Changes

- Added MCP server table and CRUD operations to storage adapters, enabling MCP server configurations to be persisted alongside agents and workflows. ([#13357](https://github.com/mastra-ai/mastra/pull/13357))

### Patch Changes

- Added storage schema support for processor graphs on stored agents. ([#13357](https://github.com/mastra-ai/mastra/pull/13357))

- Storage adapters now return `suggestedContinuation` and `currentTask` fields on Observational Memory activation, enabling agents to maintain conversational context across activation boundaries. ([#13357](https://github.com/mastra-ai/mastra/pull/13357))

- Updated dependencies [[`0d9efb4`](https://github.com/mastra-ai/mastra/commit/0d9efb47992c34aa90581c18b9f51f774f6252a5), [`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

## 1.5.0

### Minor Changes

- Added workspace and skill storage domains with full CRUD, versioning, and implementations across LibSQL, Postgres, and MongoDB. Added `editor.workspace` and `editor.skill` namespaces for managing workspace configurations and skill definitions through the editor. Agents stored in the editor can now reference workspaces (by ID or inline config) and skills, with full hydration to runtime `Workspace` instances during agent resolution. ([#13156](https://github.com/mastra-ai/mastra/pull/13156))

  **Filesystem-native skill versioning (draft → publish model):**

  Skills are versioned as filesystem trees with content-addressable blob storage. The editing surface (live filesystem) is separated from the serving surface (versioned blob store), enabling a `draft → publish` workflow:
  - `editor.skill.publish(skillId, source, skillPath)` — Snapshots a skill directory from the filesystem into blob storage, creates a new version with a tree manifest, and sets `activeVersionId`
  - Version switching via `editor.skill.update({ id, activeVersionId })` — Points the skill to a previous version without re-publishing
  - Publishing a skill automatically invalidates cached agents that reference it, so they re-hydrate with the updated version on next access

  **Agent skill resolution strategies:**

  Agents can reference skills with different resolution strategies:
  - `strategy: 'latest'` — Resolves the skill's active version (honors `activeVersionId` for rollback)
  - `pin: '<versionId>'` — Pins to a specific version, immune to publishes
  - `strategy: 'live'` — Reads directly from the live filesystem (no blob store)

  **Blob storage infrastructure:**
  - `BlobStore` abstract class for content-addressable storage keyed by SHA-256 hash
  - `InMemoryBlobStore` for testing
  - LibSQL, Postgres, and MongoDB implementations
  - `S3BlobStore` for storing blobs in S3 or S3-compatible storage (AWS, R2, MinIO, DO Spaces)
  - `BlobStoreProvider` interface and `MastraEditorConfig.blobStores` registry for pluggable blob storage
  - `VersionedSkillSource` and `CompositeVersionedSkillSource` for reading skill files from the blob store at runtime

  **New storage types:**
  - `StorageWorkspaceSnapshotType` and `StorageSkillSnapshotType` with corresponding input/output types
  - `StorageWorkspaceRef` for ID-based or inline workspace references on agents
  - `StorageSkillConfig` for per-agent skill overrides (`pin`, `strategy`, description, instructions)
  - `SkillVersionTree` and `SkillVersionTreeEntry` for tree manifests
  - `StorageBlobEntry` for content-addressable blob entries
  - `SKILL_BLOBS_SCHEMA` for the `mastra_skill_blobs` table

  **New editor namespaces:**
  - `editor.workspace` — CRUD for workspace configs, plus `hydrateSnapshotToWorkspace()` for resolving to runtime `Workspace` instances
  - `editor.skill` — CRUD for skill definitions, plus `publish()` for filesystem-to-blob snapshots

  **Provider registries:**
  - `MastraEditorConfig` accepts `filesystems`, `sandboxes`, and `blobStores` provider registries (keyed by provider ID)
  - Built-in `local` filesystem and sandbox providers are auto-registered
  - `editor.resolveBlobStore()` resolves from provider registry or falls back to the storage backend's blobs domain
  - Providers expose `id`, `name`, `description`, `configSchema` (JSON Schema for UI form rendering), and a factory method

  **Storage adapter support:**
  - LibSQL: Full `workspaces`, `skills`, and `blobs` domain implementations
  - Postgres: Full `workspaces`, `skills`, and `blobs` domain implementations
  - MongoDB: Full `workspaces`, `skills`, and `blobs` domain implementations
  - All three include `workspace`, `skills`, and `skillsFormat` fields on agent versions

  **Server endpoints:**
  - `GET/POST/PATCH/DELETE /stored/workspaces` — CRUD for stored workspaces
  - `GET/POST/PATCH/DELETE /stored/skills` — CRUD for stored skills
  - `POST /stored/skills/:id/publish` — Publish a skill from a filesystem source

  ```ts
  import { MastraEditor } from '@mastra/editor';
  import { s3FilesystemProvider, s3BlobStoreProvider } from '@mastra/s3';
  import { e2bSandboxProvider } from '@mastra/e2b';

  const editor = new MastraEditor({
    filesystems: { s3: s3FilesystemProvider },
    sandboxes: { e2b: e2bSandboxProvider },
    blobStores: { s3: s3BlobStoreProvider },
  });

  // Create a skill and publish it
  const skill = await editor.skill.create({
    name: 'Code Review',
    description: 'Reviews code for best practices',
    instructions: 'Analyze the code and provide feedback...',
  });
  await editor.skill.publish(skill.id, source, 'skills/code-review');

  // Agents resolve skills by strategy
  await editor.agent.create({
    name: 'Dev Assistant',
    model: { provider: 'openai', name: 'gpt-4' },
    workspace: { type: 'id', workspaceId: workspace.id },
    skills: { [skill.id]: { strategy: 'latest' } },
    skillsFormat: 'xml',
  });
  ```

- Added draft/publish version management for all editor primitives (agents, scorers, MCP clients, prompt blocks). ([#13061](https://github.com/mastra-ai/mastra/pull/13061))

  **Status filtering on list endpoints** — All list endpoints now accept a `?status=draft|published|archived` query parameter to filter by entity status. Defaults to `published` to preserve backward compatibility.

  **Draft vs published resolution on get-by-id endpoints** — All get-by-id endpoints now accept `?status=draft` to resolve the entity with its latest (unpublished) version, or `?status=published` (default) to resolve with the active published version.

  **Edits no longer auto-publish** — When updating any primitive, a new version is created but `activeVersionId` is no longer automatically updated. Edits stay as drafts until explicitly published via the activate endpoint.

  **Full version management for all primitives** — Scorers, MCP clients, and prompt blocks now have the same version management API that agents have: list versions, create version snapshots, get specific versions, activate/publish, restore from a previous version, delete versions, and compare versions.

  **New prompt block CRUD routes** — Prompt blocks now have full server routes (`GET /stored/prompt-blocks`, `GET /stored/prompt-blocks/:id`, `POST`, `PATCH`, `DELETE`).

  **New version endpoints** — Each primitive now exposes 7 version management endpoints under `/stored/{type}/:id/versions` (list, create, get, activate, restore, delete, compare).

  ```ts
  // Fetch the published version (default behavior, backward compatible)
  const published = await fetch('/api/stored/scorers/my-scorer');

  // Fetch the draft version for editing in the UI
  const draft = await fetch('/api/stored/scorers/my-scorer?status=draft');

  // Publish a specific version
  await fetch('/api/stored/scorers/my-scorer/versions/abc123/activate', { method: 'POST' });

  // Compare two versions
  const diff = await fetch('/api/stored/scorers/my-scorer/versions/compare?from=v1&to=v2');
  ```

### Patch Changes

- Dataset schemas now appear in the Edit Dataset dialog. Previously the `inputSchema` and `groundTruthSchema` fields were not passed to the dialog, so editing a dataset always showed empty schemas. ([#13175](https://github.com/mastra-ai/mastra/pull/13175))

  Schema edits in the JSON editor no longer cause the cursor to jump to the top of the field. Typing `{"type": "object"}` in the schema editor now behaves like a normal text input instead of resetting on every keystroke.

  Validation errors are now surfaced when updating a dataset schema that conflicts with existing items. For example, adding a `required: ["name"]` constraint when existing items lack a `name` field now shows "2 existing item(s) fail validation" in the dialog instead of silently dropping the error.

  Disabling a dataset schema from the Studio UI now correctly clears it. Previously the server converted `null` (disable) to `undefined` (no change), so the old schema persisted and validation continued.

  Workflow schemas fetched via `client.getWorkflow().getSchema()` are now correctly parsed. The server serializes schemas with `superjson`, but the client was using plain `JSON.parse`, yielding a `{json: {...}}` wrapper instead of the actual JSON Schema object.

- CMS draft support with status badges for agents. ([#13194](https://github.com/mastra-ai/mastra/pull/13194))
  - Agent list now resolves the latest (draft) version for each stored agent, showing current edits rather than the last published state.
  - Added `hasDraft` and `activeVersionId` fields to the agent list API response.
  - Agent list badges: "Published" (green) when a published version exists, "Draft" (colored when unpublished changes exist, grayed out otherwise).
  - Added `resolvedVersionId` to all `StorageResolved*Type` types so the server can detect whether the latest version differs from the active version.
  - Added `status` option to `GetByIdOptions` to allow resolving draft vs published versions through the editor layer.
  - Fixed editor cache not being cleared on version activate, restore, and delete — all four versioned domains (agents, scorers, prompt-blocks, mcp-clients) now clear the cache after version mutations.
  - Added `ALTER TABLE` migration for `mastra_agent_versions` in libsql and pg to add newer columns (`mcpClients`, `requestContextSchema`, `workspace`, `skills`, `skillsFormat`).

- Added scorer version management and CMS draft/publish flow for scorers. ([#13194](https://github.com/mastra-ai/mastra/pull/13194))
  - Added scorer version methods to the client SDK: `listVersions`, `createVersion`, `getVersion`, `activateVersion`, `restoreVersion`, `deleteVersion`, `compareVersions`.
  - Added `ScorerVersionCombobox` for navigating scorer versions with Published/Draft labels.
  - Scorer edit page now supports Save (draft) and Publish workflows with an "Unpublished changes" indicator.
  - Storage list methods for agents and scorers no longer default to filtering only published entities, allowing drafts to appear in the playground.

- 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

## 1.5.0-alpha.0

### Minor Changes

- Added workspace and skill storage domains with full CRUD, versioning, and implementations across LibSQL, Postgres, and MongoDB. Added `editor.workspace` and `editor.skill` namespaces for managing workspace configurations and skill definitions through the editor. Agents stored in the editor can now reference workspaces (by ID or inline config) and skills, with full hydration to runtime `Workspace` instances during agent resolution. ([#13156](https://github.com/mastra-ai/mastra/pull/13156))

  **Filesystem-native skill versioning (draft → publish model):**

  Skills are versioned as filesystem trees with content-addressable blob storage. The editing surface (live filesystem) is separated from the serving surface (versioned blob store), enabling a `draft → publish` workflow:
  - `editor.skill.publish(skillId, source, skillPath)` — Snapshots a skill directory from the filesystem into blob storage, creates a new version with a tree manifest, and sets `activeVersionId`
  - Version switching via `editor.skill.update({ id, activeVersionId })` — Points the skill to a previous version without re-publishing
  - Publishing a skill automatically invalidates cached agents that reference it, so they re-hydrate with the updated version on next access

  **Agent skill resolution strategies:**

  Agents can reference skills with different resolution strategies:
  - `strategy: 'latest'` — Resolves the skill's active version (honors `activeVersionId` for rollback)
  - `pin: '<versionId>'` — Pins to a specific version, immune to publishes
  - `strategy: 'live'` — Reads directly from the live filesystem (no blob store)

  **Blob storage infrastructure:**
  - `BlobStore` abstract class for content-addressable storage keyed by SHA-256 hash
  - `InMemoryBlobStore` for testing
  - LibSQL, Postgres, and MongoDB implementations
  - `S3BlobStore` for storing blobs in S3 or S3-compatible storage (AWS, R2, MinIO, DO Spaces)
  - `BlobStoreProvider` interface and `MastraEditorConfig.blobStores` registry for pluggable blob storage
  - `VersionedSkillSource` and `CompositeVersionedSkillSource` for reading skill files from the blob store at runtime

  **New storage types:**
  - `StorageWorkspaceSnapshotType` and `StorageSkillSnapshotType` with corresponding input/output types
  - `StorageWorkspaceRef` for ID-based or inline workspace references on agents
  - `StorageSkillConfig` for per-agent skill overrides (`pin`, `strategy`, description, instructions)
  - `SkillVersionTree` and `SkillVersionTreeEntry` for tree manifests
  - `StorageBlobEntry` for content-addressable blob entries
  - `SKILL_BLOBS_SCHEMA` for the `mastra_skill_blobs` table

  **New editor namespaces:**
  - `editor.workspace` — CRUD for workspace configs, plus `hydrateSnapshotToWorkspace()` for resolving to runtime `Workspace` instances
  - `editor.skill` — CRUD for skill definitions, plus `publish()` for filesystem-to-blob snapshots

  **Provider registries:**
  - `MastraEditorConfig` accepts `filesystems`, `sandboxes`, and `blobStores` provider registries (keyed by provider ID)
  - Built-in `local` filesystem and sandbox providers are auto-registered
  - `editor.resolveBlobStore()` resolves from provider registry or falls back to the storage backend's blobs domain
  - Providers expose `id`, `name`, `description`, `configSchema` (JSON Schema for UI form rendering), and a factory method

  **Storage adapter support:**
  - LibSQL: Full `workspaces`, `skills`, and `blobs` domain implementations
  - Postgres: Full `workspaces`, `skills`, and `blobs` domain implementations
  - MongoDB: Full `workspaces`, `skills`, and `blobs` domain implementations
  - All three include `workspace`, `skills`, and `skillsFormat` fields on agent versions

  **Server endpoints:**
  - `GET/POST/PATCH/DELETE /stored/workspaces` — CRUD for stored workspaces
  - `GET/POST/PATCH/DELETE /stored/skills` — CRUD for stored skills
  - `POST /stored/skills/:id/publish` — Publish a skill from a filesystem source

  ```ts
  import { MastraEditor } from '@mastra/editor';
  import { s3FilesystemProvider, s3BlobStoreProvider } from '@mastra/s3';
  import { e2bSandboxProvider } from '@mastra/e2b';

  const editor = new MastraEditor({
    filesystems: { s3: s3FilesystemProvider },
    sandboxes: { e2b: e2bSandboxProvider },
    blobStores: { s3: s3BlobStoreProvider },
  });

  // Create a skill and publish it
  const skill = await editor.skill.create({
    name: 'Code Review',
    description: 'Reviews code for best practices',
    instructions: 'Analyze the code and provide feedback...',
  });
  await editor.skill.publish(skill.id, source, 'skills/code-review');

  // Agents resolve skills by strategy
  await editor.agent.create({
    name: 'Dev Assistant',
    model: { provider: 'openai', name: 'gpt-4' },
    workspace: { type: 'id', workspaceId: workspace.id },
    skills: { [skill.id]: { strategy: 'latest' } },
    skillsFormat: 'xml',
  });
  ```

- Added draft/publish version management for all editor primitives (agents, scorers, MCP clients, prompt blocks). ([#13061](https://github.com/mastra-ai/mastra/pull/13061))

  **Status filtering on list endpoints** — All list endpoints now accept a `?status=draft|published|archived` query parameter to filter by entity status. Defaults to `published` to preserve backward compatibility.

  **Draft vs published resolution on get-by-id endpoints** — All get-by-id endpoints now accept `?status=draft` to resolve the entity with its latest (unpublished) version, or `?status=published` (default) to resolve with the active published version.

  **Edits no longer auto-publish** — When updating any primitive, a new version is created but `activeVersionId` is no longer automatically updated. Edits stay as drafts until explicitly published via the activate endpoint.

  **Full version management for all primitives** — Scorers, MCP clients, and prompt blocks now have the same version management API that agents have: list versions, create version snapshots, get specific versions, activate/publish, restore from a previous version, delete versions, and compare versions.

  **New prompt block CRUD routes** — Prompt blocks now have full server routes (`GET /stored/prompt-blocks`, `GET /stored/prompt-blocks/:id`, `POST`, `PATCH`, `DELETE`).

  **New version endpoints** — Each primitive now exposes 7 version management endpoints under `/stored/{type}/:id/versions` (list, create, get, activate, restore, delete, compare).

  ```ts
  // Fetch the published version (default behavior, backward compatible)
  const published = await fetch('/api/stored/scorers/my-scorer');

  // Fetch the draft version for editing in the UI
  const draft = await fetch('/api/stored/scorers/my-scorer?status=draft');

  // Publish a specific version
  await fetch('/api/stored/scorers/my-scorer/versions/abc123/activate', { method: 'POST' });

  // Compare two versions
  const diff = await fetch('/api/stored/scorers/my-scorer/versions/compare?from=v1&to=v2');
  ```

### Patch Changes

- Dataset schemas now appear in the Edit Dataset dialog. Previously the `inputSchema` and `groundTruthSchema` fields were not passed to the dialog, so editing a dataset always showed empty schemas. ([#13175](https://github.com/mastra-ai/mastra/pull/13175))

  Schema edits in the JSON editor no longer cause the cursor to jump to the top of the field. Typing `{"type": "object"}` in the schema editor now behaves like a normal text input instead of resetting on every keystroke.

  Validation errors are now surfaced when updating a dataset schema that conflicts with existing items. For example, adding a `required: ["name"]` constraint when existing items lack a `name` field now shows "2 existing item(s) fail validation" in the dialog instead of silently dropping the error.

  Disabling a dataset schema from the Studio UI now correctly clears it. Previously the server converted `null` (disable) to `undefined` (no change), so the old schema persisted and validation continued.

  Workflow schemas fetched via `client.getWorkflow().getSchema()` are now correctly parsed. The server serializes schemas with `superjson`, but the client was using plain `JSON.parse`, yielding a `{json: {...}}` wrapper instead of the actual JSON Schema object.

- CMS draft support with status badges for agents. ([#13194](https://github.com/mastra-ai/mastra/pull/13194))
  - Agent list now resolves the latest (draft) version for each stored agent, showing current edits rather than the last published state.
  - Added `hasDraft` and `activeVersionId` fields to the agent list API response.
  - Agent list badges: "Published" (green) when a published version exists, "Draft" (colored when unpublished changes exist, grayed out otherwise).
  - Added `resolvedVersionId` to all `StorageResolved*Type` types so the server can detect whether the latest version differs from the active version.
  - Added `status` option to `GetByIdOptions` to allow resolving draft vs published versions through the editor layer.
  - Fixed editor cache not being cleared on version activate, restore, and delete — all four versioned domains (agents, scorers, prompt-blocks, mcp-clients) now clear the cache after version mutations.
  - Added `ALTER TABLE` migration for `mastra_agent_versions` in libsql and pg to add newer columns (`mcpClients`, `requestContextSchema`, `workspace`, `skills`, `skillsFormat`).

- Added scorer version management and CMS draft/publish flow for scorers. ([#13194](https://github.com/mastra-ai/mastra/pull/13194))
  - Added scorer version methods to the client SDK: `listVersions`, `createVersion`, `getVersion`, `activateVersion`, `restoreVersion`, `deleteVersion`, `compareVersions`.
  - Added `ScorerVersionCombobox` for navigating scorer versions with Published/Draft labels.
  - Scorer edit page now supports Save (draft) and Publish workflows with an "Unpublished changes" indicator.
  - Storage list methods for agents and scorers no longer default to filtering only published entities, allowing drafts to appear in the playground.

- 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

## 1.4.0

### Minor Changes

- Added datasets and experiments storage implementations. Includes dataset CRUD, item versioning with SCD-2, experiment runs with scorer results, and table/type configurations for dataset and experiment tables. ([#12747](https://github.com/mastra-ai/mastra/pull/12747))

  **Requires `@mastra/core` >= 1.4.0**

### Patch Changes

- Fixed agent version storage to persist the requestContextSchema field. Previously, requestContextSchema was defined on the agent snapshot type but was not included in the database schema, INSERT statements, or row parsing logic, causing it to be silently dropped when saving and loading agent versions. ([#13003](https://github.com/mastra-ai/mastra/pull/13003))

- Added MCP client storage domain and ToolProvider interface for integrating external tool catalogs with stored agents. ([#12974](https://github.com/mastra-ai/mastra/pull/12974))

  **MCP Client Storage**

  New storage domain for persisting MCP client configurations with CRUD operations. Each MCP client can contain multiple servers with independent tool selection:

  ```ts
  // Store an MCP client with multiple servers
  await storage.mcpClients.create({
    id: 'my-mcp',
    name: 'My MCP Client',
    servers: {
      'github-server': { url: 'https://mcp.github.com/sse' },
      'slack-server': { url: 'https://mcp.slack.com/sse' },
    },
  });
  ```

  LibSQL, PostgreSQL, and MongoDB storage adapters all implement the new MCP client domain.

  **ToolProvider Interface**

  New `ToolProvider` interface at `@mastra/core/tool-provider` enables third-party tool catalog integration (e.g., Composio, Arcade AI):

  ```ts
  import type { ToolProvider } from '@mastra/core/tool-provider';

  # Providers implement: listToolkits(), listTools(), getToolSchema(), resolveTools()
  ```

  `resolveTools()` receives `requestContext` from the current request, enabling per-user API keys and credentials in multi-tenant setups:

  ```ts
  const tools = await provider.resolveTools(slugs, configs, {
    requestContext: { apiKey: 'user-specific-key', userId: 'tenant-123' },
  });
  ```

  **Tool Selection Semantics**

  Both `mcpClients` and `integrationTools` on stored agents follow consistent three-state selection:
  - `{ tools: undefined }` — provider registered, no tools selected
  - `{ tools: {} }` — all tools from provider included
  - `{ tools: { 'TOOL_SLUG': { description: '...' } } }` — specific tools with optional overrides

- 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

## 1.4.0-alpha.0

### Minor Changes

- Added datasets and experiments storage implementations. Includes dataset CRUD, item versioning with SCD-2, experiment runs with scorer results, and table/type configurations for dataset and experiment tables. ([#12747](https://github.com/mastra-ai/mastra/pull/12747))

  **Requires `@mastra/core` >= 1.4.0**

### Patch Changes

- Fixed agent version storage to persist the requestContextSchema field. Previously, requestContextSchema was defined on the agent snapshot type but was not included in the database schema, INSERT statements, or row parsing logic, causing it to be silently dropped when saving and loading agent versions. ([#13003](https://github.com/mastra-ai/mastra/pull/13003))

- Added MCP client storage domain and ToolProvider interface for integrating external tool catalogs with stored agents. ([#12974](https://github.com/mastra-ai/mastra/pull/12974))

  **MCP Client Storage**

  New storage domain for persisting MCP client configurations with CRUD operations. Each MCP client can contain multiple servers with independent tool selection:

  ```ts
  // Store an MCP client with multiple servers
  await storage.mcpClients.create({
    id: 'my-mcp',
    name: 'My MCP Client',
    servers: {
      'github-server': { url: 'https://mcp.github.com/sse' },
      'slack-server': { url: 'https://mcp.slack.com/sse' },
    },
  });
  ```

  LibSQL, PostgreSQL, and MongoDB storage adapters all implement the new MCP client domain.

  **ToolProvider Interface**

  New `ToolProvider` interface at `@mastra/core/tool-provider` enables third-party tool catalog integration (e.g., Composio, Arcade AI):

  ```ts
  import type { ToolProvider } from '@mastra/core/tool-provider';

  # Providers implement: listToolkits(), listTools(), getToolSchema(), resolveTools()
  ```

  `resolveTools()` receives `requestContext` from the current request, enabling per-user API keys and credentials in multi-tenant setups:

  ```ts
  const tools = await provider.resolveTools(slugs, configs, {
    requestContext: { apiKey: 'user-specific-key', userId: 'tenant-123' },
  });
  ```

  **Tool Selection Semantics**

  Both `mcpClients` and `integrationTools` on stored agents follow consistent three-state selection:
  - `{ tools: undefined }` — provider registered, no tools selected
  - `{ tools: {} }` — all tools from provider included
  - `{ tools: { 'TOOL_SLUG': { description: '...' } } }` — specific tools with optional overrides

- 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

## 1.3.0

### Minor Changes

- **Updated storage adapters for generic storage domain API** ([#12846](https://github.com/mastra-ai/mastra/pull/12846))

  All storage adapters now implement the unified `VersionedStorageDomain` method names. Entity-specific methods (`createAgent`, `getAgentById`, `deleteAgent`, etc.) have been replaced with generic equivalents (`create`, `getById`, `delete`, etc.) across agents, prompt blocks, and scorer definitions domains.

  Added `scorer-definitions` domain support to all adapters.

  **Before:**

  ```ts
  const store = storage.getStore('agents');
  await store.createAgent({ agent: input });
  await store.getAgentById({ id: 'abc' });
  await store.deleteAgent({ id: 'abc' });
  ```

  **After:**

  ```ts
  const store = storage.getStore('agents');
  await store.create({ agent: input });
  await store.getById('abc');
  await store.delete('abc');
  ```

### Patch Changes

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

- Fixed issues with stored agents ([#12790](https://github.com/mastra-ai/mastra/pull/12790))

- Supporting changes for async buffering in observational memory, including new config options, streaming events, and UI markers. ([#12891](https://github.com/mastra-ai/mastra/pull/12891))

- Added prompt block storage implementations. Each store supports full CRUD for prompt blocks and their versions, including JSON serialization for rules and metadata. Also updated agent instructions serialization to support the new `AgentInstructionBlock` array format alongside plain strings. ([#12776](https://github.com/mastra-ai/mastra/pull/12776))

- 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

## 1.3.0-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

## 1.3.0-alpha.0

### Minor Changes

- **Updated storage adapters for generic storage domain API** ([#12846](https://github.com/mastra-ai/mastra/pull/12846))

  All storage adapters now implement the unified `VersionedStorageDomain` method names. Entity-specific methods (`createAgent`, `getAgentById`, `deleteAgent`, etc.) have been replaced with generic equivalents (`create`, `getById`, `delete`, etc.) across agents, prompt blocks, and scorer definitions domains.

  Added `scorer-definitions` domain support to all adapters.

  **Before:**

  ```ts
  const store = storage.getStore('agents');
  await store.createAgent({ agent: input });
  await store.getAgentById({ id: 'abc' });
  await store.deleteAgent({ id: 'abc' });
  ```

  **After:**

  ```ts
  const store = storage.getStore('agents');
  await store.create({ agent: input });
  await store.getById('abc');
  await store.delete('abc');
  ```

### Patch Changes

- Fixed issues with stored agents ([#12790](https://github.com/mastra-ai/mastra/pull/12790))

- **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.

- Added prompt block storage implementations. Each store supports full CRUD for prompt blocks and their versions, including JSON serialization for rules and metadata. Also updated agent instructions serialization to support the new `AgentInstructionBlock` array format alongside plain strings. ([#12776](https://github.com/mastra-ai/mastra/pull/12776))

- 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

## 1.2.0

### 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

### Patch Changes

- Created @mastra/editor package for managing and resolving stored agent configurations ([#12631](https://github.com/mastra-ai/mastra/pull/12631))

  This major addition introduces the editor package, which provides a complete solution for storing, versioning, and instantiating agent configurations from a database. The editor seamlessly integrates with Mastra's storage layer to enable dynamic agent management.

  **Key Features:**
  - **Agent Storage & Retrieval**: Store complete agent configurations including instructions, model settings, tools, workflows, nested agents, scorers, processors, and memory configuration
  - **Version Management**: Create and manage multiple versions of agents, with support for activating specific versions
  - **Dependency Resolution**: Automatically resolves and instantiates all agent dependencies (tools, workflows, sub-agents, etc.) from the Mastra registry
  - **Caching**: Built-in caching for improved performance when repeatedly accessing stored agents
  - **Type Safety**: Full TypeScript support with proper typing for stored configurations

  **Usage Example:**

  ```typescript
  import { MastraEditor } from '@mastra/editor';
  import { Mastra } from '@mastra/core';

  // Initialize editor with Mastra
  const mastra = new Mastra({
    /* config */
    editor: new MastraEditor(),
  });

  // Store an agent configuration
  const agentId = await mastra.storage.stores?.agents?.createAgent({
    name: 'customer-support',
    instructions: 'Help customers with inquiries',
    model: { provider: 'openai', name: 'gpt-4' },
    tools: ['search-kb', 'create-ticket'],
    workflows: ['escalation-flow'],
    memory: { vector: 'pinecone-db' },
  });

  // Retrieve and use the stored agent
  const agent = await mastra.getEditor()?.getStoredAgentById(agentId);
  const response = await agent?.generate('How do I reset my password?');

  // List all stored agents
  const agents = await mastra.getEditor()?.listStoredAgents({ pageSize: 10 });
  ```

  **Storage Improvements:**
  - Fixed JSONB handling in LibSQL, PostgreSQL, and MongoDB adapters
  - Improved agent resolution queries to properly merge version data
  - Enhanced type safety for serialized configurations

- 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), [`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

## 1.2.0-alpha.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

### Patch Changes

- Created @mastra/editor package for managing and resolving stored agent configurations ([#12631](https://github.com/mastra-ai/mastra/pull/12631))

  This major addition introduces the editor package, which provides a complete solution for storing, versioning, and instantiating agent configurations from a database. The editor seamlessly integrates with Mastra's storage layer to enable dynamic agent management.

  **Key Features:**
  - **Agent Storage & Retrieval**: Store complete agent configurations including instructions, model settings, tools, workflows, nested agents, scorers, processors, and memory configuration
  - **Version Management**: Create and manage multiple versions of agents, with support for activating specific versions
  - **Dependency Resolution**: Automatically resolves and instantiates all agent dependencies (tools, workflows, sub-agents, etc.) from the Mastra registry
  - **Caching**: Built-in caching for improved performance when repeatedly accessing stored agents
  - **Type Safety**: Full TypeScript support with proper typing for stored configurations

  **Usage Example:**

  ```typescript
  import { MastraEditor } from '@mastra/editor';
  import { Mastra } from '@mastra/core';

  // Initialize editor with Mastra
  const mastra = new Mastra({
    /* config */
    editor: new MastraEditor(),
  });

  // Store an agent configuration
  const agentId = await mastra.storage.stores?.agents?.createAgent({
    name: 'customer-support',
    instructions: 'Help customers with inquiries',
    model: { provider: 'openai', name: 'gpt-4' },
    tools: ['search-kb', 'create-ticket'],
    workflows: ['escalation-flow'],
    memory: { vector: 'pinecone-db' },
  });

  // Retrieve and use the stored agent
  const agent = await mastra.getEditor()?.getStoredAgentById(agentId);
  const response = await agent?.generate('How do I reset my password?');

  // List all stored agents
  const agents = await mastra.getEditor()?.listStoredAgents({ pageSize: 10 });
  ```

  **Storage Improvements:**
  - Fixed JSONB handling in LibSQL, PostgreSQL, and MongoDB adapters
  - Improved agent resolution queries to properly merge version data
  - Enhanced type safety for serialized configurations

- 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), [`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

## 1.1.0

### Minor Changes

- Restructured stored agents to use a thin metadata record with versioned configuration snapshots. ([#12488](https://github.com/mastra-ai/mastra/pull/12488))

  The agent record now only stores metadata fields (id, status, activeVersionId, authorId, metadata, timestamps). All configuration fields (name, instructions, model, tools, etc.) live exclusively in version snapshot rows, enabling full version history and rollback.

  **Key changes:**
  - Stored Agent records are now thin metadata-only (StorageAgentType)
  - All config lives in version snapshots (StorageAgentSnapshotType)
  - New resolved type (StorageResolvedAgentType) merges agent record + active version config
  - Renamed `ownerId` to `authorId` for multi-tenant filtering
  - Changed `memory` field type from `string` to `Record<string, unknown>`
  - Added `status` field ('draft' | 'published') to agent records
  - Flattened CreateAgent/UpdateAgent input types (config fields at top level, no nested snapshot)
  - Version config columns are top-level in the agent_versions table (no single snapshot jsonb column)
  - List endpoints return resolved agents (thin record + active version config)
  - Auto-versioning on update with retention limits and race condition handling

- Added dynamic agent management with CRUD operations and version tracking ([#12038](https://github.com/mastra-ai/mastra/pull/12038))

  **New Features:**
  - Create, edit, and delete agents directly from the Mastra Studio UI
  - Full version history for agents with compare and restore capabilities
  - Visual diff viewer to compare agent configurations across versions
  - Agent creation modal with comprehensive configuration options (model selection, instructions, tools, workflows, sub-agents, memory)
  - AI-powered instruction enhancement

  **Storage:**
  - New storage interfaces for stored agents and agent versions
  - PostgreSQL, LibSQL, and MongoDB implementations included
  - In-memory storage for development and testing

  **API:**
  - RESTful endpoints for agent CRUD operations
  - Version management endpoints (create, list, activate, restore, delete, compare)
  - Automatic versioning on agent updates when enabled

  **Client SDK:**
  - JavaScript client with full support for stored agents and versions
  - Type-safe methods for all CRUD and version operations

  **Usage Example:**

  ```typescript
  // Server-side: Configure storage
  import { Mastra } from '@mastra/core';
  import { PgAgentsStorage } from '@mastra/pg';

  const mastra = new Mastra({
    agents: { agentOne },
    storage: {
      agents: new PgAgentsStorage({
        connectionString: process.env.DATABASE_URL,
      }),
    },
  });

  // Client-side: Use the SDK
  import { MastraClient } from '@mastra/client-js';

  const client = new MastraClient({ baseUrl: 'http://localhost:3000' });

  // Create a stored agent
  const agent = await client.createStoredAgent({
    name: 'Customer Support Agent',
    description: 'Handles customer inquiries',
    model: { provider: 'ANTHROPIC', name: 'claude-sonnet-4-5' },
    instructions: 'You are a helpful customer support agent...',
    tools: ['search', 'email'],
  });

  // Create a version snapshot
  await client.storedAgent(agent.id).createVersion({
    name: 'v1.0 - Initial release',
    changeMessage: 'First production version',
  });

  // Compare versions
  const diff = await client.storedAgent(agent.id).compareVersions('version-1', 'version-2');
  ```

  **Why:**
  This feature enables teams to manage agents dynamically without code changes, making it easier to iterate on agent configurations and maintain a complete audit trail of changes.

- Added `status` field to `listTraces` response. The status field indicates the trace state: `success` (completed without error), `error` (has error), or `running` (still in progress). This makes it easier to filter and display traces by their current state without having to derive it from the `error` and `endedAt` fields. ([#12213](https://github.com/mastra-ai/mastra/pull/12213))

### Patch Changes

- Stored agent edits no longer fail silently. PATCH requests now save changes correctly. ([#12504](https://github.com/mastra-ai/mastra/pull/12504))

- Fix PATCH request JSON-body handling in `@mastra/client-js` so stored agent edit flows work correctly. Fix stored agent schema migration in `@mastra/libsql` and `@mastra/pg` to drop and recreate the versions table when the old snapshot-based schema is detected, clean up stale draft records from partial create failures, and remove lingering legacy tables. Restores create and edit flows for stored agents. ([#12504](https://github.com/mastra-ai/mastra/pull/12504))

- 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

## 1.1.0-alpha.2

### Patch Changes

- Stored agent edits no longer fail silently. PATCH requests now save changes correctly. ([#12504](https://github.com/mastra-ai/mastra/pull/12504))

- Fix PATCH request JSON-body handling in `@mastra/client-js` so stored agent edit flows work correctly. Fix stored agent schema migration in `@mastra/libsql` and `@mastra/pg` to drop and recreate the versions table when the old snapshot-based schema is detected, clean up stale draft records from partial create failures, and remove lingering legacy tables. Restores create and edit flows for stored agents. ([#12504](https://github.com/mastra-ai/mastra/pull/12504))

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

## 1.1.0-alpha.1

### Minor Changes

- Restructured stored agents to use a thin metadata record with versioned configuration snapshots. ([#12488](https://github.com/mastra-ai/mastra/pull/12488))

  The agent record now only stores metadata fields (id, status, activeVersionId, authorId, metadata, timestamps). All configuration fields (name, instructions, model, tools, etc.) live exclusively in version snapshot rows, enabling full version history and rollback.

  **Key changes:**
  - Stored Agent records are now thin metadata-only (StorageAgentType)
  - All config lives in version snapshots (StorageAgentSnapshotType)
  - New resolved type (StorageResolvedAgentType) merges agent record + active version config
  - Renamed `ownerId` to `authorId` for multi-tenant filtering
  - Changed `memory` field type from `string` to `Record<string, unknown>`
  - Added `status` field ('draft' | 'published') to agent records
  - Flattened CreateAgent/UpdateAgent input types (config fields at top level, no nested snapshot)
  - Version config columns are top-level in the agent_versions table (no single snapshot jsonb column)
  - List endpoints return resolved agents (thin record + active version config)
  - Auto-versioning on update with retention limits and race condition handling

### Patch Changes

- Updated dependencies [[`b99ceac`](https://github.com/mastra-ai/mastra/commit/b99ceace2c830dbdef47c8692d56a91954aefea2), [`deea43e`](https://github.com/mastra-ai/mastra/commit/deea43eb1366d03a864c5e597d16a48592b9893f), [`ac9ec66`](https://github.com/mastra-ai/mastra/commit/ac9ec6672779b2e6d4344e415481d1a6a7d4911a)]:
  - @mastra/core@1.1.0-alpha.1

## 1.1.0-alpha.0

### Minor Changes

- Added dynamic agent management with CRUD operations and version tracking ([#12038](https://github.com/mastra-ai/mastra/pull/12038))

  **New Features:**
  - Create, edit, and delete agents directly from the Mastra Studio UI
  - Full version history for agents with compare and restore capabilities
  - Visual diff viewer to compare agent configurations across versions
  - Agent creation modal with comprehensive configuration options (model selection, instructions, tools, workflows, sub-agents, memory)
  - AI-powered instruction enhancement

  **Storage:**
  - New storage interfaces for stored agents and agent versions
  - PostgreSQL, LibSQL, and MongoDB implementations included
  - In-memory storage for development and testing

  **API:**
  - RESTful endpoints for agent CRUD operations
  - Version management endpoints (create, list, activate, restore, delete, compare)
  - Automatic versioning on agent updates when enabled

  **Client SDK:**
  - JavaScript client with full support for stored agents and versions
  - Type-safe methods for all CRUD and version operations

  **Usage Example:**

  ```typescript
  // Server-side: Configure storage
  import { Mastra } from '@mastra/core';
  import { PgAgentsStorage } from '@mastra/pg';

  const mastra = new Mastra({
    agents: { agentOne },
    storage: {
      agents: new PgAgentsStorage({
        connectionString: process.env.DATABASE_URL,
      }),
    },
  });

  // Client-side: Use the SDK
  import { MastraClient } from '@mastra/client-js';

  const client = new MastraClient({ baseUrl: 'http://localhost:3000' });

  // Create a stored agent
  const agent = await client.createStoredAgent({
    name: 'Customer Support Agent',
    description: 'Handles customer inquiries',
    model: { provider: 'ANTHROPIC', name: 'claude-sonnet-4-5' },
    instructions: 'You are a helpful customer support agent...',
    tools: ['search', 'email'],
  });

  // Create a version snapshot
  await client.storedAgent(agent.id).createVersion({
    name: 'v1.0 - Initial release',
    changeMessage: 'First production version',
  });

  // Compare versions
  const diff = await client.storedAgent(agent.id).compareVersions('version-1', 'version-2');
  ```

  **Why:**
  This feature enables teams to manage agents dynamically without code changes, making it easier to iterate on agent configurations and maintain a complete audit trail of changes.

- Added `status` field to `listTraces` response. The status field indicates the trace state: `success` (completed without error), `error` (has error), or `running` (still in progress). This makes it easier to filter and display traces by their current state without having to derive it from the `error` and `endedAt` fields. ([#12213](https://github.com/mastra-ai/mastra/pull/12213))

### Patch Changes

- 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

- Moving scorers under the eval domain, api method consistency, prebuilt evals, scorers require ids. ([#9589](https://github.com/mastra-ai/mastra/pull/9589))

- Every Mastra primitive (agent, MCPServer, workflow, tool, processor, scorer, and vector) now has a get, list, and add method associated with it. Each primitive also now requires an id to be set. ([#9675](https://github.com/mastra-ai/mastra/pull/9675))

  Primitives that are added to other primitives are also automatically added to the Mastra instance

- Update handlers to use `listWorkflowRuns` instead of `getWorkflowRuns`. Fix type names from `StoragelistThreadsByResourceIdInput/Output` to `StorageListThreadsByResourceIdInput/Output`. ([#9507](https://github.com/mastra-ai/mastra/pull/9507))

- 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))

- Add new list methods to storage API: `listMessages`, `listMessagesById`, `listThreadsByResourceId`, and `listWorkflowRuns`. Most methods are currently wrappers around existing methods. Full implementations will be added when migrating away from legacy methods. ([#9489](https://github.com/mastra-ai/mastra/pull/9489))

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

- Implement listMessages API for replacing previous methods ([#9531](https://github.com/mastra-ai/mastra/pull/9531))

- 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 `getMessagesById` method from storage interfaces in favor of `listMessagesById`. The new method only returns V2-format messages and removes the format parameter, simplifying the API surface. Users should migrate from `getMessagesById({ messageIds, format })` to `listMessagesById({ messageIds })`. ([#9534](https://github.com/mastra-ai/mastra/pull/9534))

- Renamed a bunch of observability/tracing-related things to drop the AI prefix. ([#9744](https://github.com/mastra-ai/mastra/pull/9744))

- 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

- ```ts ([#9709](https://github.com/mastra-ai/mastra/pull/9709))
  import { Mastra } from '@mastra/core';
  import { Observability } from '@mastra/observability'; // Explicit import

  const mastra = new Mastra({
    ...other_config,
    observability: new Observability({
      default: { enabled: true },
    }), // Instance
  });
  ```

  Instead of:

  ```ts
  import { Mastra } from '@mastra/core';
  import '@mastra/observability/init'; // Explicit import

  const mastra = new Mastra({
    ...other_config,
    observability: {
      default: { enabled: true },
    },
  });
  ```

  Also renamed a bunch of:
  - `Tracing` things to `Observability` things.
  - `AI-` things to just things.

- Removed old tracing code based on OpenTelemetry ([#9237](https://github.com/mastra-ai/mastra/pull/9237))

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

- 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

- Remove legacy evals from Mastra ([#9491](https://github.com/mastra-ai/mastra/pull/9491))

### Minor Changes

- Add stored agents support ([#10953](https://github.com/mastra-ai/mastra/pull/10953))

  Agents can now be stored in the database and loaded at runtime. This lets you persist agent configurations and dynamically create executable Agent instances from storage.

  ```typescript
  import { Mastra } from '@mastra/core';
  import { LibSQLStore } from '@mastra/libsql';

  const mastra = new Mastra({
    storage: new LibSQLStore({ url: ':memory:' }),
    tools: { myTool },
    scorers: { myScorer },
  });

  // Create agent in storage via API or directly
  await mastra.getStorage().createAgent({
    agent: {
      id: 'my-agent',
      name: 'My Agent',
      instructions: 'You are helpful',
      model: { provider: 'openai', name: 'gpt-4' },
      tools: { myTool: {} },
      scorers: { myScorer: { sampling: { type: 'ratio', rate: 0.5 } } },
    },
  });

  // Load and use the agent
  const agent = await mastra.getStoredAgentById('my-agent');
  const response = await agent.generate('Hello!');

  // List all stored agents with pagination
  const { agents, total, hasMore } = await mastra.listStoredAgents({
    page: 0,
    perPage: 10,
  });
  ```

  Also adds a memory registry to Mastra so stored agents can reference memory instances by key.

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

- Changed JSON columns from TEXT to JSONB in `mastra_threads` and `mastra_workflow_snapshot` tables. ([#11853](https://github.com/mastra-ai/mastra/pull/11853))

  **Why this change?**

  These were the last remaining columns storing JSON as TEXT. This change aligns them with other tables that already use JSONB, enabling native JSON operators and improved performance. See [#8978](https://github.com/mastra-ai/mastra/issues/8978) for details.

  **Columns Changed:**
  - `mastra_threads.metadata` - Thread metadata
  - `mastra_workflow_snapshot.snapshot` - Workflow run state

  **PostgreSQL**

  Migration Required - PostgreSQL enforces column types, so existing tables must be migrated. Note: Migration will fail if existing column values contain invalid JSON.

  ```sql
  ALTER TABLE mastra_threads
  ALTER COLUMN metadata TYPE jsonb
  USING metadata::jsonb;

  ALTER TABLE mastra_workflow_snapshot
  ALTER COLUMN snapshot TYPE jsonb
  USING snapshot::jsonb;
  ```

  **LibSQL**

  No Migration Required - LibSQL now uses native SQLite JSONB format (added in SQLite 3.45) for ~3x performance improvement on JSON operations. The changes are fully backwards compatible:
  - Existing TEXT JSON data continues to work
  - New data is stored in binary JSONB format
  - Both formats can coexist in the same table
  - All JSON functions (`json_extract`, etc.) work on both formats

  New installations automatically use JSONB. Existing applications continue to work without any changes.

- 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

- Unified observability schema with entity-based span identification ([#11132](https://github.com/mastra-ai/mastra/pull/11132))

  ## What changed

  Spans now use a unified identification model with `entityId`, `entityType`, and `entityName` instead of separate `agentId`, `toolId`, `workflowId` fields.

  **Before:**

  ```typescript
  // Old span structure
  span.agentId; // 'my-agent'
  span.toolId; // undefined
  span.workflowId; // undefined
  ```

  **After:**

  ```typescript
  // New span structure
  span.entityType; // EntityType.AGENT
  span.entityId; // 'my-agent'
  span.entityName; // 'My Agent'
  ```

  ## New `listTraces()` API

  Query traces with filtering, pagination, and sorting:

  ```typescript
  const { spans, pagination } = await storage.listTraces({
    filters: {
      entityType: EntityType.AGENT,
      entityId: 'my-agent',
      userId: 'user-123',
      environment: 'production',
      status: TraceStatus.SUCCESS,
      startedAt: { start: new Date('2024-01-01'), end: new Date('2024-01-31') },
    },
    pagination: { page: 0, perPage: 50 },
    orderBy: { field: 'startedAt', direction: 'DESC' },
  });
  ```

  **Available filters:** date ranges (`startedAt`, `endedAt`), entity (`entityType`, `entityId`, `entityName`), identity (`userId`, `organizationId`), correlation IDs (`runId`, `sessionId`, `threadId`), deployment (`environment`, `source`, `serviceName`), `tags`, `metadata`, and `status`.

  ## New retrieval methods
  - `getSpan({ traceId, spanId })` - Get a single span
  - `getRootSpan({ traceId })` - Get the root span of a trace
  - `getTrace({ traceId })` - Get all spans for a trace

  ## Backward compatibility

  The legacy `getTraces()` method continues to work. When you pass `name: "agent run: my-agent"`, it automatically transforms to `entityId: "my-agent", entityType: AGENT`.

  ## Migration

  **Automatic:** SQL-based stores (PostgreSQL, LibSQL, MSSQL) automatically add new columns to existing `spans` tables on initialization. Existing data is preserved with new columns set to `NULL`.

  **No action required:** Your existing code continues to work. Adopt the new fields and `listTraces()` API at your convenience.

- Aligned vector store configuration with underlying library APIs, giving you access to all library options directly. ([#11742](https://github.com/mastra-ai/mastra/pull/11742))

  **Why this change?**

  Previously, each vector store defined its own configuration types that only exposed a subset of the underlying library's options. This meant users couldn't access advanced features like authentication, SSL, compression, or custom headers without creating their own client instances. Now, the configuration types extend the library types directly, so all options are available.

  **@mastra/libsql** (Breaking)

  Renamed `connectionUrl` to `url` to match the `@libsql/client` API and align with LibSQLStorage.

  ```typescript
  // Before
  new LibSQLVector({ id: 'my-vector', connectionUrl: 'file:./db.sqlite' });

  // After
  new LibSQLVector({ id: 'my-vector', url: 'file:./db.sqlite' });
  ```

  **@mastra/opensearch** (Breaking)

  Renamed `url` to `node` and added support for all OpenSearch `ClientOptions` including authentication, SSL, and compression.

  ```typescript
  // Before
  new OpenSearchVector({ id: 'my-vector', url: 'http://localhost:9200' });

  // After
  new OpenSearchVector({ id: 'my-vector', node: 'http://localhost:9200' });

  // With authentication (now possible)
  new OpenSearchVector({
    id: 'my-vector',
    node: 'https://localhost:9200',
    auth: { username: 'admin', password: 'admin' },
    ssl: { rejectUnauthorized: false },
  });
  ```

  **@mastra/pinecone** (Breaking)

  Removed `environment` parameter. Use `controllerHostUrl` instead (the actual Pinecone SDK field name). Added support for all `PineconeConfiguration` options.

  ```typescript
  // Before
  new PineconeVector({ id: 'my-vector', apiKey: '...', environment: '...' });

  // After
  new PineconeVector({ id: 'my-vector', apiKey: '...' });

  // With custom controller host (if needed)
  new PineconeVector({ id: 'my-vector', apiKey: '...', controllerHostUrl: '...' });
  ```

  **@mastra/clickhouse**

  Added support for all `ClickHouseClientConfigOptions` like `request_timeout`, `compression`, `keep_alive`, and `database`. Existing configurations continue to work unchanged.

  **@mastra/cloudflare, @mastra/cloudflare-d1, @mastra/lance, @mastra/libsql, @mastra/mongodb, @mastra/pg, @mastra/upstash**

  Improved logging by replacing `console.warn` with structured logger in workflow storage domains.

  **@mastra/deployer-cloud**

  Updated internal LibSQLVector configuration for compatibility with the new API.

- Add `disableInit` option to all storage adapters ([#10851](https://github.com/mastra-ai/mastra/pull/10851))

  Adds a new `disableInit` config option to all storage providers that allows users to disable automatic table creation/migrations at runtime. This is useful for CI/CD pipelines where you want to run migrations during deployment with elevated credentials, then run the application with `disableInit: true` so it doesn't attempt schema changes at runtime.

  ```typescript
  // CI/CD script - run migrations
  const storage = new PostgresStore({
    connectionString: DATABASE_URL,
    id: 'pg-storage',
  });
  await storage.init();

  // Runtime - skip auto-init
  const storage = new PostgresStore({
    connectionString: DATABASE_URL,
    id: 'pg-storage',
    disableInit: true,
  });
  ```

### Patch Changes

- 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.

- Standardize error IDs across all storage and vector stores using centralized helper functions (`createStorageErrorId` and `createVectorErrorId`). This ensures consistent error ID patterns (`MASTRA_STORAGE_{STORE}_{OPERATION}_{STATUS}` and `MASTRA_VECTOR_{STORE}_{OPERATION}_{STATUS}`) across the codebase for better error tracking and debugging. ([#10913](https://github.com/mastra-ai/mastra/pull/10913))

- Fix saveScore not persisting ID correctly, breaking getScoreById retrieval ([#10915](https://github.com/mastra-ai/mastra/pull/10915))

  **What Changed**
  - saveScore now correctly returns scores that can be retrieved with getScoreById
  - Validation errors now include contextual information (scorer, entity, trace details) for easier debugging

  **Impact**
  Previously, calling getScoreById after saveScore would return null because the generated ID wasn't persisted to the database. This is now fixed across all store implementations, ensuring consistent behavior and data integrity.

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

- - 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)

- Preserve error details when thrown from workflow steps ([#10992](https://github.com/mastra-ai/mastra/pull/10992))

  Workflow errors now retain custom properties like `statusCode`, `responseHeaders`, and `cause` chains. This enables error-specific recovery logic in your applications.

  **Before:**

  ```typescript
  const result = await workflow.execute({ input });
  if (result.status === 'failed') {
    // Custom error properties were lost
    console.log(result.error); // "Step execution failed" (just a string)
  }
  ```

  **After:**

  ```typescript
  const result = await workflow.execute({ input });
  if (result.status === 'failed') {
    // Custom properties are preserved
    console.log(result.error.message); // "Step execution failed"
    console.log(result.error.statusCode); // 429
    console.log(result.error.cause?.name); // "RateLimitError"
  }
  ```

  **Type change:** `WorkflowState.error` and `WorkflowRunState.error` types changed from `string | Error` to `SerializedError`.

  Other changes:
  - Added `UpdateWorkflowStateOptions` type for workflow state updates

- Added `startExclusive` and `endExclusive` options to `dateRange` filter for message queries. ([#11479](https://github.com/mastra-ai/mastra/pull/11479))

  **What changed:** The `filter.dateRange` parameter in `listMessages()` and `Memory.recall()` now supports `startExclusive` and `endExclusive` boolean options. When set to `true`, messages with timestamps exactly matching the boundary are excluded from results.

  **Why this matters:** Enables cursor-based pagination for chat applications. When new messages arrive during a session, offset-based pagination can skip or duplicate messages. Using `endExclusive: true` with the oldest message's timestamp as a cursor ensures consistent pagination without gaps or duplicates.

  **Example:**

  ```typescript
  // Get first page
  const page1 = await memory.recall({
    threadId: 'thread-123',
    perPage: 10,
    orderBy: { field: 'createdAt', direction: 'DESC' },
  });

  // Get next page using cursor-based pagination
  const oldestMessage = page1.messages[page1.messages.length - 1];
  const page2 = await memory.recall({
    threadId: 'thread-123',
    perPage: 10,
    orderBy: { field: 'createdAt', direction: 'DESC' },
    filter: {
      dateRange: {
        end: oldestMessage.createdAt,
        endExclusive: true, // Excludes the cursor message
      },
    },
  });
  ```

- Fixed duplicate spans migration issue across all storage backends. When upgrading from older versions, existing duplicate (traceId, spanId) combinations in the spans table could prevent the unique constraint from being created. The migration deduplicates spans before adding the constraint. ([#12073](https://github.com/mastra-ai/mastra/pull/12073))

  **Deduplication rules (in priority order):**
  1. Keep completed spans (those with `endedAt` set) over incomplete spans
  2. Among spans with the same completion status, keep the one with the newest `updatedAt`
  3. Use `createdAt` as the final tiebreaker

  **What changed:**
  - Added `migrateSpans()` method to observability stores for manual migration
  - Added `checkSpansMigrationStatus()` method to check if migration is needed
  - All stores use optimized single-query deduplication to avoid memory issues on large tables

  **Usage example:**

  ```typescript
  const observability = await storage.getStore('observability');
  const status = await observability.checkSpansMigrationStatus();
  if (status.needsMigration) {
    const result = await observability.migrateSpans();
    console.log(`Migration complete: ${result.duplicatesRemoved} duplicates removed`);
  }
  ```

  Fixes #11840

- 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
  }
  ```

- - PostgreSQL: use `getSqlType()` in `createTable` instead of `toUpperCase()` ([#11112](https://github.com/mastra-ai/mastra/pull/11112))
  - LibSQL: use `getSqlType()` in `createTable`, return `JSONB` for jsonb type (matches SQLite 3.45+ support)
  - ClickHouse: use `getSqlType()` in `createTable` instead of `COLUMN_TYPES` constant, add missing types (uuid, float, boolean)
  - Remove unused `getSqlType()` and `getDefaultValue()` from `MastraStorage` base class (all stores use `StoreOperations` versions)

- Add delete workflow run API ([#10991](https://github.com/mastra-ai/mastra/pull/10991))

  ```typescript
  await workflow.deleteWorkflowRunById(runId);
  ```

- Added a unified `transformScoreRow` function in `@mastra/core/storage` that provides schema-driven row transformation for score data. This eliminates code duplication across 10 storage adapters while maintaining store-specific behavior through configurable options: ([#10648](https://github.com/mastra-ai/mastra/pull/10648))
  - `preferredTimestampFields`: Preferred source fields for timestamps (PostgreSQL, Cloudflare D1)
  - `convertTimestamps`: Convert timestamp strings to Date objects (MSSQL, MongoDB, ClickHouse)
  - `nullValuePattern`: Skip values matching pattern (ClickHouse's `'_null_'`)
  - `fieldMappings`: Map source column names to schema fields (LibSQL's `additionalLLMContext`)

  Each store adapter now uses the unified function with appropriate options, reducing ~200 lines of duplicate transformation logic while ensuring consistent behavior across all storage backends.

- 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

- Add restart method to workflow run that allows restarting an active workflow run ([#9750](https://github.com/mastra-ai/mastra/pull/9750))
  Add status filter to `listWorkflowRuns`
  Add automatic restart to restart active workflow runs when server starts

- Renamed MastraStorage to MastraCompositeStore for better clarity. The old MastraStorage name remains available as a deprecated alias for backward compatibility, but will be removed in a future version. ([#12093](https://github.com/mastra-ai/mastra/pull/12093))

  **Migration:**

  Update your imports and usage:

  ```typescript
  // Before
  import { MastraStorage } from '@mastra/core/storage';

  const storage = new MastraStorage({
    id: 'composite',
    domains: { ... }
  });

  // After
  import { MastraCompositeStore } from '@mastra/core/storage';

  const storage = new MastraCompositeStore({
    id: 'composite',
    domains: { ... }
  });
  ```

  The new name better reflects that this is a composite storage implementation that routes different domains (workflows, traces, messages) to different underlying stores, avoiding confusion with the general "Mastra Storage" concept.

- 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

- Added pre-configured client support for all storage adapters. ([#11302](https://github.com/mastra-ai/mastra/pull/11302))

  **What changed**

  All storage adapters now accept pre-configured database clients in addition to connection credentials. This allows you to customize client settings (connection pools, timeouts, interceptors) before passing them to Mastra.

  **Example**

  ```typescript
  import { createClient } from '@clickhouse/client';
  import { ClickhouseStore } from '@mastra/clickhouse';

  // Create and configure client with custom settings
  const client = createClient({
    url: 'http://localhost:8123',
    username: 'default',
    password: '',
    request_timeout: 60000,
  });

  // Pass pre-configured client to store
  const store = new ClickhouseStore({
    id: 'my-store',
    client,
  });
  ```

  **Additional improvements**
  - Added input validation for required connection parameters (URL, credentials) with clear error messages

- Updated dependencies [[`ac0d2f4`](https://github.com/mastra-ai/mastra/commit/ac0d2f4ff8831f72c1c66c2be809706d17f65789), [`2319326`](https://github.com/mastra-ai/mastra/commit/2319326f8c64e503a09bbcf14be2dd65405445e0), [`d2d3e22`](https://github.com/mastra-ai/mastra/commit/d2d3e22a419ee243f8812a84e3453dd44365ecb0), [`08766f1`](https://github.com/mastra-ai/mastra/commit/08766f15e13ac0692fde2a8bd366c2e16e4321df), [`72df8ae`](https://github.com/mastra-ai/mastra/commit/72df8ae595584cdd7747d5c39ffaca45e4507227), [`ebae12a`](https://github.com/mastra-ai/mastra/commit/ebae12a2dd0212e75478981053b148a2c246962d), [`c8417b4`](https://github.com/mastra-ai/mastra/commit/c8417b41d9f3486854dc7842d977fbe5e2166264), [`bc72b52`](https://github.com/mastra-ai/mastra/commit/bc72b529ee4478fe89ecd85a8be47ce0127b82a0), [`39c9743`](https://github.com/mastra-ai/mastra/commit/39c97432d084294f8ba85fbf3ef28098ff21459e), [`1dbd8c7`](https://github.com/mastra-ai/mastra/commit/1dbd8c729fb6536ec52f00064d76b80253d346e9), [`c61a0a5`](https://github.com/mastra-ai/mastra/commit/c61a0a5de4904c88fd8b3718bc26d1be1c2ec6e7), [`05b8bee`](https://github.com/mastra-ai/mastra/commit/05b8bee9e50e6c2a4a2bf210eca25ee212ca24fa), [`3076c67`](https://github.com/mastra-ai/mastra/commit/3076c6778b18988ae7d5c4c5c466366974b2d63f), [`3d93a15`](https://github.com/mastra-ai/mastra/commit/3d93a15796b158c617461c8b98bede476ebb43e2), [`9198899`](https://github.com/mastra-ai/mastra/commit/91988995c427b185c33714b7f3be955367911324), [`ed3e3dd`](https://github.com/mastra-ai/mastra/commit/ed3e3ddec69d564fe2b125e083437f76331f1283), [`c59e13c`](https://github.com/mastra-ai/mastra/commit/c59e13c7688284bd96b2baee3e314335003548de), [`c042bd0`](https://github.com/mastra-ai/mastra/commit/c042bd0b743e0e86199d0cb83344ca7690e34a9c), [`f743dbb`](https://github.com/mastra-ai/mastra/commit/f743dbb8b40d1627b5c10c0e6fc154f4ebb6e394), [`21a15de`](https://github.com/mastra-ai/mastra/commit/21a15de369fe82aac26bb642ed7be73505475e8b), [`e54953e`](https://github.com/mastra-ai/mastra/commit/e54953ed8ce1b28c0d62a19950163039af7834b4), [`ae8baf7`](https://github.com/mastra-ai/mastra/commit/ae8baf7d8adcb0ff9dac11880400452bc49b33ff), [`fec5129`](https://github.com/mastra-ai/mastra/commit/fec5129de7fc64423ea03661a56cef31dc747a0d), [`940a2b2`](https://github.com/mastra-ai/mastra/commit/940a2b27480626ed7e74f55806dcd2181c1dd0c2), [`1a0d3fc`](https://github.com/mastra-ai/mastra/commit/1a0d3fc811482c9c376cdf79ee615c23bae9b2d6), [`85d7ee1`](https://github.com/mastra-ai/mastra/commit/85d7ee18ff4e14d625a8a30ec6656bb49804989b), [`c6c1092`](https://github.com/mastra-ai/mastra/commit/c6c1092f8fbf76109303f69e000e96fd1960c4ce), [`0491e7c`](https://github.com/mastra-ai/mastra/commit/0491e7c9b714cb0ba22187ee062147ec2dd7c712), [`f6f4903`](https://github.com/mastra-ai/mastra/commit/f6f4903397314f73362061dc5a3e8e7c61ea34aa), [`d5ed981`](https://github.com/mastra-ai/mastra/commit/d5ed981c8701c1b8a27a5f35a9a2f7d9244e695f), [`85a628b`](https://github.com/mastra-ai/mastra/commit/85a628b1224a8f64cd82ea7f033774bf22df7a7e), [`0e8ed46`](https://github.com/mastra-ai/mastra/commit/0e8ed467c54d6901a6a365f270ec15d6faadb36c), [`33a4d2e`](https://github.com/mastra-ai/mastra/commit/33a4d2e4ed8af51f69256232f00c34d6b6b51d48), [`9650cce`](https://github.com/mastra-ai/mastra/commit/9650cce52a1d917ff9114653398e2a0f5c3ba808), [`6c049d9`](https://github.com/mastra-ai/mastra/commit/6c049d94063fdcbd5b81c4912a2bf82a92c9cc0b), [`910db9e`](https://github.com/mastra-ai/mastra/commit/910db9e0312888495eb5617b567f247d03303814), [`2f897df`](https://github.com/mastra-ai/mastra/commit/2f897df208508f46f51b7625e5dd20c37f93e0e3), [`d629361`](https://github.com/mastra-ai/mastra/commit/d629361a60f6565b5bfb11976fdaf7308af858e2), [`4f94ed8`](https://github.com/mastra-ai/mastra/commit/4f94ed8177abfde3ec536e3574883e075423350c), [`feb7ee4`](https://github.com/mastra-ai/mastra/commit/feb7ee4d09a75edb46c6669a3beaceec78811747), [`4aaa844`](https://github.com/mastra-ai/mastra/commit/4aaa844a4f19d054490f43638a990cc57bda8d2f), [`c237233`](https://github.com/mastra-ai/mastra/commit/c23723399ccedf7f5744b3f40997b79246bfbe64), [`38380b6`](https://github.com/mastra-ai/mastra/commit/38380b60fca905824bdf6b43df307a58efb1aa15), [`6833c69`](https://github.com/mastra-ai/mastra/commit/6833c69607418d257750bbcdd84638993d343539), [`932d63d`](https://github.com/mastra-ai/mastra/commit/932d63dd51be9c8bf1e00e3671fe65606c6fb9cd), [`4a1a6cb`](https://github.com/mastra-ai/mastra/commit/4a1a6cb3facad54b2bb6780b00ce91d6de1edc08), [`08c31c1`](https://github.com/mastra-ai/mastra/commit/08c31c188ebccd598acaf55e888b6397d01f7eae), [`919a22b`](https://github.com/mastra-ai/mastra/commit/919a22b25876f9ed5891efe5facbe682c30ff497), [`15f9e21`](https://github.com/mastra-ai/mastra/commit/15f9e216177201ea6e3f6d0bfb063fcc0953444f), [`3443770`](https://github.com/mastra-ai/mastra/commit/3443770662df8eb24c9df3589b2792d78cfcb811), [`69136e7`](https://github.com/mastra-ai/mastra/commit/69136e748e32f57297728a4e0f9a75988462f1a7), [`b0e2ea5`](https://github.com/mastra-ai/mastra/commit/b0e2ea5b52c40fae438b9e2f7baee6f0f89c5442), [`f0a07e0`](https://github.com/mastra-ai/mastra/commit/f0a07e0111b3307c5fabfa4094c5c2cfb734fbe6), [`ff94dea`](https://github.com/mastra-ai/mastra/commit/ff94dea935f4e34545c63bcb6c29804732698809), [`0d41fe2`](https://github.com/mastra-ai/mastra/commit/0d41fe245355dfc66d61a0d9c85d9400aac351ff), [`b760b73`](https://github.com/mastra-ai/mastra/commit/b760b731aca7c8a3f041f61d57a7f125ae9cb215), [`aaa40e7`](https://github.com/mastra-ai/mastra/commit/aaa40e788628b319baa8e889407d11ad626547fa), [`1521d71`](https://github.com/mastra-ai/mastra/commit/1521d716e5daedc74690c983fbd961123c56756b), [`449aed2`](https://github.com/mastra-ai/mastra/commit/449aed2ba9d507b75bf93d427646ea94f734dfd1), [`eb648a2`](https://github.com/mastra-ai/mastra/commit/eb648a2cc1728f7678768dd70cd77619b448dab9), [`695a621`](https://github.com/mastra-ai/mastra/commit/695a621528bdabeb87f83c2277cf2bb084c7f2b4), [`9e1911d`](https://github.com/mastra-ai/mastra/commit/9e1911db2b4db85e0e768c3f15e0d61e319869f6), [`ac3cc23`](https://github.com/mastra-ai/mastra/commit/ac3cc2397d1966bc0fc2736a223abc449d3c7719), [`c456e01`](https://github.com/mastra-ai/mastra/commit/c456e0149e3c176afcefdbd9bb1d2c5917723725), [`ebac155`](https://github.com/mastra-ai/mastra/commit/ebac15564a590117db7078233f927a7e28a85106), [`a86f4df`](https://github.com/mastra-ai/mastra/commit/a86f4df0407311e0d2ea49b9a541f0938810d6a9), [`dd1c38d`](https://github.com/mastra-ai/mastra/commit/dd1c38d1b75f1b695c27b40d8d9d6ed00d5e0f6f), [`5948e6a`](https://github.com/mastra-ai/mastra/commit/5948e6a5146c83666ba3f294b2be576c82a513fb), [`5b2ff46`](https://github.com/mastra-ai/mastra/commit/5b2ff4651df70c146523a7fca773f8eb0a2272f8), [`edb07e4`](https://github.com/mastra-ai/mastra/commit/edb07e49283e0c28bd094a60e03439bf6ecf0221), [`e0941c3`](https://github.com/mastra-ai/mastra/commit/e0941c3d7fc75695d5d258e7008fd5d6e650800c), [`db41688`](https://github.com/mastra-ai/mastra/commit/db4168806d007417e2e60b4f68656dca4e5f40c9), [`2b459f4`](https://github.com/mastra-ai/mastra/commit/2b459f466fd91688eeb2a44801dc23f7f8a887ab), [`798d0c7`](https://github.com/mastra-ai/mastra/commit/798d0c740232653b1d754870e6b43a55c364ffe2), [`0c0580a`](https://github.com/mastra-ai/mastra/commit/0c0580a42f697cd2a7d5973f25bfe7da9055038a), [`8940859`](https://github.com/mastra-ai/mastra/commit/89408593658199b4ad67f7b65e888f344e64a442), [`486352b`](https://github.com/mastra-ai/mastra/commit/486352b66c746602b68a95839f830de14c7fb8c0), [`ab035c2`](https://github.com/mastra-ai/mastra/commit/ab035c2ef6d8cc7bb25f06f1a38508bd9e6f126b), [`e629310`](https://github.com/mastra-ai/mastra/commit/e629310f1a73fa236d49ec7a1d1cceb6229dc7cc), [`0131105`](https://github.com/mastra-ai/mastra/commit/0131105532e83bdcbb73352fc7d0879eebf140dc), [`5ca599d`](https://github.com/mastra-ai/mastra/commit/5ca599d0bb59a1595f19f58473fcd67cc71cef58), [`09e4bae`](https://github.com/mastra-ai/mastra/commit/09e4bae18dd5357d2ae078a4a95a2af32168ab08), [`47b1c16`](https://github.com/mastra-ai/mastra/commit/47b1c16a01c7ffb6765fe1e499b49092f8b7eba3), [`4c6b492`](https://github.com/mastra-ai/mastra/commit/4c6b492c4dd591c6a592520c1f6855d6e936d71f), [`bff1145`](https://github.com/mastra-ai/mastra/commit/bff114556b3cbadad9b2768488708f8ad0e91475), [`dff01d8`](https://github.com/mastra-ai/mastra/commit/dff01d81ce1f4e4087cfac20fa868e6db138dd14), [`9d5059e`](https://github.com/mastra-ai/mastra/commit/9d5059eae810829935fb08e81a9bb7ecd5b144a7), [`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), [`81b6a8f`](https://github.com/mastra-ai/mastra/commit/81b6a8ff79f49a7549d15d66624ac1a0b8f5f971), [`8538a0d`](https://github.com/mastra-ai/mastra/commit/8538a0d232619bf55dad7ddc2a8b0ca77c679a87), [`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), [`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), [`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

## 1.0.0-beta.14

### Patch Changes

- Fixed duplicate spans migration issue across all storage backends. When upgrading from older versions, existing duplicate (traceId, spanId) combinations in the spans table could prevent the unique constraint from being created. The migration deduplicates spans before adding the constraint. ([#12073](https://github.com/mastra-ai/mastra/pull/12073))

  **Deduplication rules (in priority order):**
  1. Keep completed spans (those with `endedAt` set) over incomplete spans
  2. Among spans with the same completion status, keep the one with the newest `updatedAt`
  3. Use `createdAt` as the final tiebreaker

  **What changed:**
  - Added `migrateSpans()` method to observability stores for manual migration
  - Added `checkSpansMigrationStatus()` method to check if migration is needed
  - All stores use optimized single-query deduplication to avoid memory issues on large tables

  **Usage example:**

  ```typescript
  const observability = await storage.getStore('observability');
  const status = await observability.checkSpansMigrationStatus();
  if (status.needsMigration) {
    const result = await observability.migrateSpans();
    console.log(`Migration complete: ${result.duplicatesRemoved} duplicates removed`);
  }
  ```

  Fixes #11840

- Renamed MastraStorage to MastraCompositeStore for better clarity. The old MastraStorage name remains available as a deprecated alias for backward compatibility, but will be removed in a future version. ([#12093](https://github.com/mastra-ai/mastra/pull/12093))

  **Migration:**

  Update your imports and usage:

  ```typescript
  // Before
  import { MastraStorage } from '@mastra/core/storage';

  const storage = new MastraStorage({
    id: 'composite',
    domains: { ... }
  });

  // After
  import { MastraCompositeStore } from '@mastra/core/storage';

  const storage = new MastraCompositeStore({
    id: 'composite',
    domains: { ... }
  });
  ```

  The new name better reflects that this is a composite storage implementation that routes different domains (workflows, traces, messages) to different underlying stores, avoiding confusion with the general "Mastra Storage" concept.

- Updated dependencies [[`026b848`](https://github.com/mastra-ai/mastra/commit/026b8483fbf5b6d977be8f7e6aac8d15c75558ac), [`ffa553a`](https://github.com/mastra-ai/mastra/commit/ffa553a3edc1bd17d73669fba66d6b6f4ac10897)]:
  - @mastra/core@1.0.0-beta.26

## 1.0.0-beta.13

### Patch 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

- 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

## 1.0.0-beta.12

### Minor Changes

- Changed JSON columns from TEXT to JSONB in `mastra_threads` and `mastra_workflow_snapshot` tables. ([#11853](https://github.com/mastra-ai/mastra/pull/11853))

  **Why this change?**

  These were the last remaining columns storing JSON as TEXT. This change aligns them with other tables that already use JSONB, enabling native JSON operators and improved performance. See [#8978](https://github.com/mastra-ai/mastra/issues/8978) for details.

  **Columns Changed:**
  - `mastra_threads.metadata` - Thread metadata
  - `mastra_workflow_snapshot.snapshot` - Workflow run state

  **PostgreSQL**

  Migration Required - PostgreSQL enforces column types, so existing tables must be migrated. Note: Migration will fail if existing column values contain invalid JSON.

  ```sql
  ALTER TABLE mastra_threads
  ALTER COLUMN metadata TYPE jsonb
  USING metadata::jsonb;

  ALTER TABLE mastra_workflow_snapshot
  ALTER COLUMN snapshot TYPE jsonb
  USING snapshot::jsonb;
  ```

  **LibSQL**

  No Migration Required - LibSQL now uses native SQLite JSONB format (added in SQLite 3.45) for ~3x performance improvement on JSON operations. The changes are fully backwards compatible:
  - Existing TEXT JSON data continues to work
  - New data is stored in binary JSONB format
  - Both formats can coexist in the same table
  - All JSON functions (`json_extract`, etc.) work on both formats

  New installations automatically use JSONB. Existing applications continue to work without any changes.

- Aligned vector store configuration with underlying library APIs, giving you access to all library options directly. ([#11742](https://github.com/mastra-ai/mastra/pull/11742))

  **Why this change?**

  Previously, each vector store defined its own configuration types that only exposed a subset of the underlying library's options. This meant users couldn't access advanced features like authentication, SSL, compression, or custom headers without creating their own client instances. Now, the configuration types extend the library types directly, so all options are available.

  **@mastra/libsql** (Breaking)

  Renamed `connectionUrl` to `url` to match the `@libsql/client` API and align with LibSQLStorage.

  ```typescript
  // Before
  new LibSQLVector({ id: 'my-vector', connectionUrl: 'file:./db.sqlite' });

  // After
  new LibSQLVector({ id: 'my-vector', url: 'file:./db.sqlite' });
  ```

  **@mastra/opensearch** (Breaking)

  Renamed `url` to `node` and added support for all OpenSearch `ClientOptions` including authentication, SSL, and compression.

  ```typescript
  // Before
  new OpenSearchVector({ id: 'my-vector', url: 'http://localhost:9200' });

  // After
  new OpenSearchVector({ id: 'my-vector', node: 'http://localhost:9200' });

  // With authentication (now possible)
  new OpenSearchVector({
    id: 'my-vector',
    node: 'https://localhost:9200',
    auth: { username: 'admin', password: 'admin' },
    ssl: { rejectUnauthorized: false },
  });
  ```

  **@mastra/pinecone** (Breaking)

  Removed `environment` parameter. Use `controllerHostUrl` instead (the actual Pinecone SDK field name). Added support for all `PineconeConfiguration` options.

  ```typescript
  // Before
  new PineconeVector({ id: 'my-vector', apiKey: '...', environment: '...' });

  // After
  new PineconeVector({ id: 'my-vector', apiKey: '...' });

  // With custom controller host (if needed)
  new PineconeVector({ id: 'my-vector', apiKey: '...', controllerHostUrl: '...' });
  ```

  **@mastra/clickhouse**

  Added support for all `ClickHouseClientConfigOptions` like `request_timeout`, `compression`, `keep_alive`, and `database`. Existing configurations continue to work unchanged.

  **@mastra/cloudflare, @mastra/cloudflare-d1, @mastra/lance, @mastra/libsql, @mastra/mongodb, @mastra/pg, @mastra/upstash**

  Improved logging by replacing `console.warn` with structured logger in workflow storage domains.

  **@mastra/deployer-cloud**

  Updated internal LibSQLVector configuration for compatibility with the new API.

### Patch Changes

- 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.11

### Patch Changes

- 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.

- Added `startExclusive` and `endExclusive` options to `dateRange` filter for message queries. ([#11479](https://github.com/mastra-ai/mastra/pull/11479))

  **What changed:** The `filter.dateRange` parameter in `listMessages()` and `Memory.recall()` now supports `startExclusive` and `endExclusive` boolean options. When set to `true`, messages with timestamps exactly matching the boundary are excluded from results.

  **Why this matters:** Enables cursor-based pagination for chat applications. When new messages arrive during a session, offset-based pagination can skip or duplicate messages. Using `endExclusive: true` with the oldest message's timestamp as a cursor ensures consistent pagination without gaps or duplicates.

  **Example:**

  ```typescript
  // Get first page
  const page1 = await memory.recall({
    threadId: 'thread-123',
    perPage: 10,
    orderBy: { field: 'createdAt', direction: 'DESC' },
  });

  // Get next page using cursor-based pagination
  const oldestMessage = page1.messages[page1.messages.length - 1];
  const page2 = await memory.recall({
    threadId: 'thread-123',
    perPage: 10,
    orderBy: { field: 'createdAt', direction: 'DESC' },
    filter: {
      dateRange: {
        end: oldestMessage.createdAt,
        endExclusive: true, // Excludes the cursor message
      },
    },
  });
  ```

- 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

- 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

- 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.9

### Minor Changes

- 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

- Unified observability schema with entity-based span identification ([#11132](https://github.com/mastra-ai/mastra/pull/11132))

  ## What changed

  Spans now use a unified identification model with `entityId`, `entityType`, and `entityName` instead of separate `agentId`, `toolId`, `workflowId` fields.

  **Before:**

  ```typescript
  // Old span structure
  span.agentId; // 'my-agent'
  span.toolId; // undefined
  span.workflowId; // undefined
  ```

  **After:**

  ```typescript
  // New span structure
  span.entityType; // EntityType.AGENT
  span.entityId; // 'my-agent'
  span.entityName; // 'My Agent'
  ```

  ## New `listTraces()` API

  Query traces with filtering, pagination, and sorting:

  ```typescript
  const { spans, pagination } = await storage.listTraces({
    filters: {
      entityType: EntityType.AGENT,
      entityId: 'my-agent',
      userId: 'user-123',
      environment: 'production',
      status: TraceStatus.SUCCESS,
      startedAt: { start: new Date('2024-01-01'), end: new Date('2024-01-31') },
    },
    pagination: { page: 0, perPage: 50 },
    orderBy: { field: 'startedAt', direction: 'DESC' },
  });
  ```

  **Available filters:** date ranges (`startedAt`, `endedAt`), entity (`entityType`, `entityId`, `entityName`), identity (`userId`, `organizationId`), correlation IDs (`runId`, `sessionId`, `threadId`), deployment (`environment`, `source`, `serviceName`), `tags`, `metadata`, and `status`.

  ## New retrieval methods
  - `getSpan({ traceId, spanId })` - Get a single span
  - `getRootSpan({ traceId })` - Get the root span of a trace
  - `getTrace({ traceId })` - Get all spans for a trace

  ## Backward compatibility

  The legacy `getTraces()` method continues to work. When you pass `name: "agent run: my-agent"`, it automatically transforms to `entityId: "my-agent", entityType: AGENT`.

  ## Migration

  **Automatic:** SQL-based stores (PostgreSQL, LibSQL, MSSQL) automatically add new columns to existing `spans` tables on initialization. Existing data is preserved with new columns set to `NULL`.

  **No action required:** Your existing code continues to work. Adopt the new fields and `listTraces()` API at your convenience.

### Patch Changes

- Added pre-configured client support for all storage adapters. ([#11302](https://github.com/mastra-ai/mastra/pull/11302))

  **What changed**

  All storage adapters now accept pre-configured database clients in addition to connection credentials. This allows you to customize client settings (connection pools, timeouts, interceptors) before passing them to Mastra.

  **Example**

  ```typescript
  import { createClient } from '@clickhouse/client';
  import { ClickhouseStore } from '@mastra/clickhouse';

  // Create and configure client with custom settings
  const client = createClient({
    url: 'http://localhost:8123',
    username: 'default',
    password: '',
    request_timeout: 60000,
  });

  // Pass pre-configured client to store
  const store = new ClickhouseStore({
    id: 'my-store',
    client,
  });
  ```

  **Additional improvements**
  - Added input validation for required connection parameters (URL, credentials) with clear error messages

- 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.8

### Patch Changes

- Preserve error details when thrown from workflow steps ([#10992](https://github.com/mastra-ai/mastra/pull/10992))

  Workflow errors now retain custom properties like `statusCode`, `responseHeaders`, and `cause` chains. This enables error-specific recovery logic in your applications.

  **Before:**

  ```typescript
  const result = await workflow.execute({ input });
  if (result.status === 'failed') {
    // Custom error properties were lost
    console.log(result.error); // "Step execution failed" (just a string)
  }
  ```

  **After:**

  ```typescript
  const result = await workflow.execute({ input });
  if (result.status === 'failed') {
    // Custom properties are preserved
    console.log(result.error.message); // "Step execution failed"
    console.log(result.error.statusCode); // 429
    console.log(result.error.cause?.name); // "RateLimitError"
  }
  ```

  **Type change:** `WorkflowState.error` and `WorkflowRunState.error` types changed from `string | Error` to `SerializedError`.

  Other changes:
  - Added `UpdateWorkflowStateOptions` type for workflow state updates

- fix: make getSqlType consistent across storage adapters ([#11112](https://github.com/mastra-ai/mastra/pull/11112))
  - PostgreSQL: use `getSqlType()` in `createTable` instead of `toUpperCase()`
  - LibSQL: use `getSqlType()` in `createTable`, return `JSONB` for jsonb type (matches SQLite 3.45+ support)
  - ClickHouse: use `getSqlType()` in `createTable` instead of `COLUMN_TYPES` constant, add missing types (uuid, float, boolean)
  - Remove unused `getSqlType()` and `getDefaultValue()` from `MastraStorage` base class (all stores use `StoreOperations` versions)

- 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

## 1.0.0-beta.7

### Patch Changes

- Add delete workflow run API ([#10991](https://github.com/mastra-ai/mastra/pull/10991))

  ```typescript
  await workflow.deleteWorkflowRunById(runId);
  ```

- Updated dependencies [[`edb07e4`](https://github.com/mastra-ai/mastra/commit/edb07e49283e0c28bd094a60e03439bf6ecf0221), [`b7e17d3`](https://github.com/mastra-ai/mastra/commit/b7e17d3f5390bb5a71efc112204413656fcdc18d), [`261473a`](https://github.com/mastra-ai/mastra/commit/261473ac637e633064a22076671e2e02b002214d), [`5d7000f`](https://github.com/mastra-ai/mastra/commit/5d7000f757cd65ea9dc5b05e662fd83dfd44e932), [`4f0331a`](https://github.com/mastra-ai/mastra/commit/4f0331a79bf6eb5ee598a5086e55de4b5a0ada03), [`8a000da`](https://github.com/mastra-ai/mastra/commit/8a000da0c09c679a2312f6b3aa05b2ca78ca7393)]:
  - @mastra/core@1.0.0-beta.10

## 1.0.0-beta.6

### Minor Changes

- Add stored agents support ([#10953](https://github.com/mastra-ai/mastra/pull/10953))

  Agents can now be stored in the database and loaded at runtime. This lets you persist agent configurations and dynamically create executable Agent instances from storage.

  ```typescript
  import { Mastra } from '@mastra/core';
  import { LibSQLStore } from '@mastra/libsql';

  const mastra = new Mastra({
    storage: new LibSQLStore({ url: ':memory:' }),
    tools: { myTool },
    scorers: { myScorer },
  });

  // Create agent in storage via API or directly
  await mastra.getStorage().createAgent({
    agent: {
      id: 'my-agent',
      name: 'My Agent',
      instructions: 'You are helpful',
      model: { provider: 'openai', name: 'gpt-4' },
      tools: { myTool: {} },
      scorers: { myScorer: { sampling: { type: 'ratio', rate: 0.5 } } },
    },
  });

  // Load and use the agent
  const agent = await mastra.getStoredAgentById('my-agent');
  const response = await agent.generate({ messages: 'Hello!' });

  // List all stored agents with pagination
  const { agents, total, hasMore } = await mastra.listStoredAgents({
    page: 0,
    perPage: 10,
  });
  ```

  Also adds a memory registry to Mastra so stored agents can reference memory instances by key.

### Patch Changes

- Updated dependencies [[`72df8ae`](https://github.com/mastra-ai/mastra/commit/72df8ae595584cdd7747d5c39ffaca45e4507227), [`9198899`](https://github.com/mastra-ai/mastra/commit/91988995c427b185c33714b7f3be955367911324), [`653e65a`](https://github.com/mastra-ai/mastra/commit/653e65ae1f9502c2958a32f47a5a2df11e612a92), [`c6fd6fe`](https://github.com/mastra-ai/mastra/commit/c6fd6fedd09e9cf8004b03a80925f5e94826ad7e), [`0bed332`](https://github.com/mastra-ai/mastra/commit/0bed332843f627202c6520eaf671771313cd20f3)]:
  - @mastra/core@1.0.0-beta.9

## 1.0.0-beta.5

### Patch Changes

- Fix saveScore not persisting ID correctly, breaking getScoreById retrieval ([#10915](https://github.com/mastra-ai/mastra/pull/10915))

  **What Changed**
  - saveScore now correctly returns scores that can be retrieved with getScoreById
  - Validation errors now include contextual information (scorer, entity, trace details) for easier debugging

  **Impact**
  Previously, calling getScoreById after saveScore would return null because the generated ID wasn't persisted to the database. This is now fixed across all store implementations, ensuring consistent behavior and data integrity.

- 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.4

### Minor Changes

- Add `disableInit` option to all storage adapters ([#10851](https://github.com/mastra-ai/mastra/pull/10851))

  Adds a new `disableInit` config option to all storage providers that allows users to disable automatic table creation/migrations at runtime. This is useful for CI/CD pipelines where you want to run migrations during deployment with elevated credentials, then run the application with `disableInit: true` so it doesn't attempt schema changes at runtime.

  ```typescript
  // CI/CD script - run migrations
  const storage = new PostgresStore({
    connectionString: DATABASE_URL,
    id: 'pg-storage',
  });
  await storage.init();

  // Runtime - skip auto-init
  const storage = new PostgresStore({
    connectionString: DATABASE_URL,
    id: 'pg-storage',
    disableInit: true,
  });
  ```

### Patch Changes

- Standardize error IDs across all storage and vector stores using centralized helper functions (`createStorageErrorId` and `createVectorErrorId`). This ensures consistent error ID patterns (`MASTRA_STORAGE_{STORE}_{OPERATION}_{STATUS}` and `MASTRA_VECTOR_{STORE}_{OPERATION}_{STATUS}`) across the codebase for better error tracking and debugging. ([#10913](https://github.com/mastra-ai/mastra/pull/10913))

- Updated dependencies [[`3076c67`](https://github.com/mastra-ai/mastra/commit/3076c6778b18988ae7d5c4c5c466366974b2d63f), [`85d7ee1`](https://github.com/mastra-ai/mastra/commit/85d7ee18ff4e14d625a8a30ec6656bb49804989b), [`c6c1092`](https://github.com/mastra-ai/mastra/commit/c6c1092f8fbf76109303f69e000e96fd1960c4ce), [`81dc110`](https://github.com/mastra-ai/mastra/commit/81dc11008d147cf5bdc8996ead1aa61dbdebb6fc), [`7aedb74`](https://github.com/mastra-ai/mastra/commit/7aedb74883adf66af38e270e4068fd42e7a37036), [`8f02d80`](https://github.com/mastra-ai/mastra/commit/8f02d800777397e4b45d7f1ad041988a8b0c6630), [`d7aad50`](https://github.com/mastra-ai/mastra/commit/d7aad501ce61646b76b4b511e558ac4eea9884d0), [`ce0a73a`](https://github.com/mastra-ai/mastra/commit/ce0a73abeaa75b10ca38f9e40a255a645d50ebfb), [`a02e542`](https://github.com/mastra-ai/mastra/commit/a02e542d23179bad250b044b17ff023caa61739f), [`a372c64`](https://github.com/mastra-ai/mastra/commit/a372c640ad1fd12e8f0613cebdc682fc156b4d95), [`8846867`](https://github.com/mastra-ai/mastra/commit/8846867ffa9a3746767618e314bebac08eb77d87), [`42a42cf`](https://github.com/mastra-ai/mastra/commit/42a42cf3132b9786feecbb8c13c583dce5b0e198), [`ae08bf0`](https://github.com/mastra-ai/mastra/commit/ae08bf0ebc6a4e4da992b711c4a389c32ba84cf4), [`21735a7`](https://github.com/mastra-ai/mastra/commit/21735a7ef306963554a69a89b44f06c3bcd85141), [`1d877b8`](https://github.com/mastra-ai/mastra/commit/1d877b8d7b536a251c1a7a18db7ddcf4f68d6f8b)]:
  - @mastra/core@1.0.0-beta.7

## 1.0.0-beta.3

### 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)

- Unify transformScoreRow functions across storage adapters ([#10648](https://github.com/mastra-ai/mastra/pull/10648))

  Added a unified `transformScoreRow` function in `@mastra/core/storage` that provides schema-driven row transformation for score data. This eliminates code duplication across 10 storage adapters while maintaining store-specific behavior through configurable options:
  - `preferredTimestampFields`: Preferred source fields for timestamps (PostgreSQL, Cloudflare D1)
  - `convertTimestamps`: Convert timestamp strings to Date objects (MSSQL, MongoDB, ClickHouse)
  - `nullValuePattern`: Skip values matching pattern (ClickHouse's `'_null_'`)
  - `fieldMappings`: Map source column names to schema fields (LibSQL's `additionalLLMContext`)

  Each store adapter now uses the unified function with appropriate options, reducing ~200 lines of duplicate transformation logic while ensuring consistent behavior across all storage backends.

- 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

## 1.0.0-beta.2

### Patch Changes

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

- 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

## 1.0.0-beta.1

### Patch Changes

- Add restart method to workflow run that allows restarting an active workflow run ([#9750](https://github.com/mastra-ai/mastra/pull/9750))
  Add status filter to `listWorkflowRuns`
  Add automatic restart to restart active workflow runs when server starts
- 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

- Moving scorers under the eval domain, api method consistency, prebuilt evals, scorers require ids. ([#9589](https://github.com/mastra-ai/mastra/pull/9589))

- Every Mastra primitive (agent, MCPServer, workflow, tool, processor, scorer, and vector) now has a get, list, and add method associated with it. Each primitive also now requires an id to be set. ([#9675](https://github.com/mastra-ai/mastra/pull/9675))

  Primitives that are added to other primitives are also automatically added to the Mastra instance

- Update handlers to use `listWorkflowRuns` instead of `getWorkflowRuns`. Fix type names from `StoragelistThreadsByResourceIdInput/Output` to `StorageListThreadsByResourceIdInput/Output`. ([#9507](https://github.com/mastra-ai/mastra/pull/9507))

- **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))

- Add new list methods to storage API: `listMessages`, `listMessagesById`, `listThreadsByResourceId`, and `listWorkflowRuns`. Most methods are currently wrappers around existing methods. Full implementations will be added when migrating away from legacy methods. ([#9489](https://github.com/mastra-ai/mastra/pull/9489))

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

- Implement listMessages API for replacing previous methods ([#9531](https://github.com/mastra-ai/mastra/pull/9531))

- 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 `getMessagesById` method from storage interfaces in favor of `listMessagesById`. The new method only returns V2-format messages and removes the format parameter, simplifying the API surface. Users should migrate from `getMessagesById({ messageIds, format })` to `listMessagesById({ messageIds })`. ([#9534](https://github.com/mastra-ai/mastra/pull/9534))

- Renamed a bunch of observability/tracing-related things to drop the AI prefix. ([#9744](https://github.com/mastra-ai/mastra/pull/9744))

- **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

- ```([#9709](https://github.com/mastra-ai/mastra/pull/9709))
  import { Mastra } from '@mastra/core';
  import { Observability } from '@mastra/observability';  // Explicit import

  const mastra = new Mastra({
    ...other_config,
    observability: new Observability({
      default: { enabled: true }
    })  // Instance
  });
  ```

  Instead of:

  ```
  import { Mastra } from '@mastra/core';
  import '@mastra/observability/init';  // Explicit import

  const mastra = new Mastra({
    ...other_config,
    observability: {
      default: { enabled: true }
    }
  });
  ```

  Also renamed a bunch of:
  - `Tracing` things to `Observability` things.
  - `AI-` things to just things.

- Removed old tracing code based on OpenTelemetry ([#9237](https://github.com/mastra-ai/mastra/pull/9237))

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

- 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

- Remove legacy evals from Mastra ([#9491](https://github.com/mastra-ai/mastra/pull/9491))

### Minor Changes

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

### Patch Changes

- 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), [`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), [`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

## 0.16.0

### Minor Changes

- Update peer dependencies to match core package version bump (0.21.2) ([#8941](https://github.com/mastra-ai/mastra/pull/8941))

### Patch Changes

- Support for custom resume labels mapping to step to be resumed ([#8941](https://github.com/mastra-ai/mastra/pull/8941))

- 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

## 0.16.0-alpha.1

### 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

## 0.16.0-alpha.0

### Minor Changes

- Update peer dependencies to match core package version bump (0.21.2) ([#8941](https://github.com/mastra-ai/mastra/pull/8941))

### Patch Changes

- Support for custom resume labels mapping to step to be resumed ([#8941](https://github.com/mastra-ai/mastra/pull/8941))

- Updated dependencies [[`c67ca32`](https://github.com/mastra-ai/mastra/commit/c67ca32e3c2cf69bfc146580770c720220ca44ac), [`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), [`f053e89`](https://github.com/mastra-ai/mastra/commit/f053e89160dbd0bd3333fc3492f68231b5c7c349), [`9a1a485`](https://github.com/mastra-ai/mastra/commit/9a1a4859b855e37239f652bf14b1ecd1029b8c4e), [`9257233`](https://github.com/mastra-ai/mastra/commit/9257233c4ffce09b2bedc2a9adbd70d7a83fa8e2), [`0f1a4c9`](https://github.com/mastra-ai/mastra/commit/0f1a4c984fb4b104b2f0b63ba18c9fa77f567700), [`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), [`74567b3`](https://github.com/mastra-ai/mastra/commit/74567b3d237ae3915cd0bca3cf55fa0a64e4e4a4), [`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@0.21.2-alpha.0

## 0.15.2

### Patch Changes

- 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

## 0.15.2-alpha.0

### Patch Changes

- 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

## 0.15.1

### 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

## 0.15.1-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

## 0.15.0

### Minor Changes

- Added Postgres and updated libsql storage adapters for ai-traces ([#8027](https://github.com/mastra-ai/mastra/pull/8027))

### Patch Changes

- Update peer deps ([#8154](https://github.com/mastra-ai/mastra/pull/8154))

- Fix incorrect title and import references in README.md ([#8288](https://github.com/mastra-ai/mastra/pull/8288))

  Fixed the package title from '@mastra/pg' to '@mastra/libsql' and corrected the import statement in the Storage usage example.

- Libsql get scores by span ([#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

## 0.15.0-alpha.0

### Minor Changes

- Added Postgres and updated libsql storage adapters for ai-traces ([#8027](https://github.com/mastra-ai/mastra/pull/8027))

### Patch Changes

- Update peer deps ([#8154](https://github.com/mastra-ai/mastra/pull/8154))

- Fix incorrect title and import references in README.md ([#8288](https://github.com/mastra-ai/mastra/pull/8288))

  Fixed the package title from '@mastra/pg' to '@mastra/libsql' and corrected the import statement in the Storage usage example.

- Libsql get scores by span ([#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

## 0.14.3

### 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), [`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

## 0.14.3-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

## 0.14.2

### Patch Changes

- dependencies updates: ([#7742](https://github.com/mastra-ai/mastra/pull/7742))
  - Updated dependency [`@libsql/client@^0.15.15` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.15) (from `^0.15.14`, in `dependencies`)

- Update peerdep of @mastra/core ([#7619](https://github.com/mastra-ai/mastra/pull/7619))

- Add resource id to workflow run snapshots ([#7740](https://github.com/mastra-ai/mastra/pull/7740))

- 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

## 0.14.2-alpha.2

### 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

## 0.14.2-alpha.1

### Patch Changes

- Add resource id to workflow run snapshots ([#7740](https://github.com/mastra-ai/mastra/pull/7740))

- Updated dependencies [[`547c621`](https://github.com/mastra-ai/mastra/commit/547c62104af3f7a551b3754e9cbdf0a3fbba15e4)]:
  - @mastra/core@0.16.4-alpha.1

## 0.14.2-alpha.0

### Patch Changes

- dependencies updates: ([#7742](https://github.com/mastra-ai/mastra/pull/7742))
  - Updated dependency [`@libsql/client@^0.15.15` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.15) (from `^0.15.14`, in `dependencies`)
- Updated dependencies [[`5802bf5`](https://github.com/mastra-ai/mastra/commit/5802bf57f6182e4b67c28d7d91abed349a8d14f3), [`5bda53a`](https://github.com/mastra-ai/mastra/commit/5bda53a9747bfa7d876d754fc92c83a06e503f62), [`f26a8fd`](https://github.com/mastra-ai/mastra/commit/f26a8fd99fcb0497a5d86c28324430d7f6a5fb83), [`1a1fbe6`](https://github.com/mastra-ai/mastra/commit/1a1fbe66efb7d94abc373ed0dd9676adb8122454), [`36f39c0`](https://github.com/mastra-ai/mastra/commit/36f39c00dc794952dc3c11aab91c2fa8bca74b11)]:
  - @mastra/core@0.16.4-alpha.0

## 0.14.1

### Patch Changes

- Fix AI Trace bug for libsql ([#7695](https://github.com/mastra-ai/mastra/pull/7695))

- 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), [`69fc3cd`](https://github.com/mastra-ai/mastra/commit/69fc3cd0fd814901785bdcf49bf536ab1e7fd975)]:
  - @mastra/core@0.16.3

## 0.14.1-alpha.0

### Patch Changes

- Fix AI Trace bug for libsql ([#7695](https://github.com/mastra-ai/mastra/pull/7695))

- 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), [`69fc3cd`](https://github.com/mastra-ai/mastra/commit/69fc3cd0fd814901785bdcf49bf536ab1e7fd975)]:
  - @mastra/core@0.16.3-alpha.0

## 0.14.0

### Minor Changes

- 376913a: Update peerdeps of @mastra/core

### Patch Changes

- 6f5eb7a: Throw if an empty or whitespace-only threadId is passed when getting messages
- 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

## 0.14.0-alpha.1

### Minor Changes

- 376913a: Update peerdeps of @mastra/core

### Patch Changes

- Updated dependencies [8fbf79e]
  - @mastra/core@0.16.0-alpha.1

## 0.13.9-alpha.0

### Patch Changes

- 6f5eb7a: Throw if an empty or whitespace-only threadId is passed when getting messages
- 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-alpha.0

## 0.13.8

### Patch Changes

- 8429e4c: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.14` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.14) (from `^0.15.12`, in `dependencies`)
- de3cbc6: Update the `package.json` file to include additional fields like `repository`, `homepage` or `files`.
- f0dfcac: updated core peerdep
- dbc51ef: Fixed dependency issue with new AI_SPAN schema
- 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

## 0.13.8-alpha.3

### 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

## 0.13.8-alpha.2

### Patch Changes

- [#7380](https://github.com/mastra-ai/mastra/pull/7380) [`8429e4c`](https://github.com/mastra-ai/mastra/commit/8429e4c0d2041d072826c4382c09187116573a77) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.14` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.14) (from `^0.15.12`, in `dependencies`)
- 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

## 0.13.8-alpha.1

### 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

## 0.13.8-alpha.0

### Patch Changes

- [#7200](https://github.com/mastra-ai/mastra/pull/7200) [`dbc51ef`](https://github.com/mastra-ai/mastra/commit/dbc51ef2e42604117ab90917fc284a560647a61f) Thanks [@epinzur](https://github.com/epinzur)! - Fixed dependency issue with new AI_SPAN schema

- Updated dependencies [[`aedbbfa`](https://github.com/mastra-ai/mastra/commit/aedbbfa064124ddde039111f12629daebfea7e48), [`f643c65`](https://github.com/mastra-ai/mastra/commit/f643c651bdaf57c2343cf9dbfc499010495701fb), [`fef7375`](https://github.com/mastra-ai/mastra/commit/fef737534574f41b432a7361a285f776c3bac42b), [`e3d8fea`](https://github.com/mastra-ai/mastra/commit/e3d8feaacfb8b5c5c03c13604cc06ea2873d45fe), [`3412597`](https://github.com/mastra-ai/mastra/commit/3412597a6644c0b6bf3236d6e319ed1450c5bae8)]:
  - @mastra/core@0.15.3-alpha.3

## 0.13.7

### Patch Changes

- [`c6113ed`](https://github.com/mastra-ai/mastra/commit/c6113ed7f9df297e130d94436ceee310273d6430) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix peerdpes for @mastra/core

- Updated dependencies []:
  - @mastra/core@0.15.2

## 0.13.6

### 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

## 0.13.5

### Patch Changes

- [#6994](https://github.com/mastra-ai/mastra/pull/6994) [`0594a70`](https://github.com/mastra-ai/mastra/commit/0594a70ac948d306c7f38765b171c9535e6c78d4) Thanks [@wardpeet](https://github.com/wardpeet)! - Improve type resolving for storage adapters

- [#6959](https://github.com/mastra-ai/mastra/pull/6959) [`704173b`](https://github.com/mastra-ai/mastra/commit/704173b0d047e8d4cf29872464f383afc2f0c054) Thanks [@YujohnNattrass](https://github.com/YujohnNattrass)! - Implement ai spans/traces storage apis for libsql

- 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), [`ba82abe`](https://github.com/mastra-ai/mastra/commit/ba82abe76e869316bb5a9c95e8ea3946f3436fae), [`727f7e5`](https://github.com/mastra-ai/mastra/commit/727f7e5086e62e0dfe3356fb6dcd8bcb420af246), [`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), [`9613558`](https://github.com/mastra-ai/mastra/commit/9613558e6475f4710e05d1be7553a32ee7bddc20)]:
  - @mastra/core@0.15.0

## 0.13.5-alpha.0

### Patch Changes

- [#6994](https://github.com/mastra-ai/mastra/pull/6994) [`0594a70`](https://github.com/mastra-ai/mastra/commit/0594a70ac948d306c7f38765b171c9535e6c78d4) Thanks [@wardpeet](https://github.com/wardpeet)! - Improve type resolving for storage adapters

- [#6959](https://github.com/mastra-ai/mastra/pull/6959) [`704173b`](https://github.com/mastra-ai/mastra/commit/704173b0d047e8d4cf29872464f383afc2f0c054) Thanks [@YujohnNattrass](https://github.com/YujohnNattrass)! - Implement ai spans/traces storage apis for libsql

- 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), [`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)]:
  - @mastra/core@0.14.2-alpha.1

## 0.13.4

### Patch Changes

- [#6920](https://github.com/mastra-ai/mastra/pull/6920) [`64ad21f`](https://github.com/mastra-ai/mastra/commit/64ad21ff4f58ce8b344d163d800d9e4f84d82f6f) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.12` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.12) (from `^0.15.10`, in `dependencies`)

- [#6700](https://github.com/mastra-ai/mastra/pull/6700) [`a5a23d9`](https://github.com/mastra-ai/mastra/commit/a5a23d981920d458dc6078919992a5338931ef02) Thanks [@gpanakkal](https://github.com/gpanakkal)! - Add `getMessagesById` method to `MastraStorage` adapters

- 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

## 0.13.4-alpha.0

### Patch Changes

- [#6920](https://github.com/mastra-ai/mastra/pull/6920) [`64ad21f`](https://github.com/mastra-ai/mastra/commit/64ad21ff4f58ce8b344d163d800d9e4f84d82f6f) Thanks [@dane-ai-mastra](https://github.com/apps/dane-ai-mastra)! - dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.12` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.12) (from `^0.15.10`, in `dependencies`)

- [#6700](https://github.com/mastra-ai/mastra/pull/6700) [`a5a23d9`](https://github.com/mastra-ai/mastra/commit/a5a23d981920d458dc6078919992a5338931ef02) Thanks [@gpanakkal](https://github.com/gpanakkal)! - Add `getMessagesById` method to `MastraStorage` adapters

- 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

## 0.13.3

### Patch Changes

- 03997ae: Update peerdeps
- d6e39da: Load most recent snapshot from storage
- 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

## 0.13.3-alpha.1

### Patch Changes

- 03997ae: Update peerdeps
  - @mastra/core@0.14.0-alpha.7

## 0.13.3-alpha.0

### Patch Changes

- d6e39da: Load most recent snapshot from storage
- Updated dependencies [6faaee5]
- Updated dependencies [4232b14]
- Updated dependencies [a89de7e]
- Updated dependencies [cf4f357]
- Updated dependencies [a722c0b]
- Updated dependencies [3b5fec7]
  - @mastra/core@0.14.0-alpha.1

## 0.13.2

### Patch Changes

- b5cf2a3: make system message always available during agent calls
- b32c50d: Filter scores by source
- 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]
  - @mastra/core@0.13.2

## 0.13.2-alpha.1

### Patch Changes

- b5cf2a3: make system message always available during agent calls
- Updated dependencies [b5cf2a3]
  - @mastra/core@0.13.2-alpha.3

## 0.13.2-alpha.0

### Patch Changes

- b32c50d: Filter scores by source
- Updated dependencies [d5330bf]
- Updated dependencies [a239d41]
- Updated dependencies [b32c50d]
- Updated dependencies [121a3f8]
- Updated dependencies [ec510e7]
  - @mastra/core@0.13.2-alpha.2

## 0.13.1

### Patch Changes

- 8888b57: Fix LibSQL vector metadata filtering for Memory system - corrected JSON path syntax for simple fields and changed default minScore to -1 to include all similarity results
- Updated dependencies [cd0042e]
  - @mastra/core@0.13.1

## 0.13.1-alpha.0

### Patch Changes

- 8888b57: Fix LibSQL vector metadata filtering for Memory system - corrected JSON path syntax for simple fields and changed default minScore to -1 to include all similarity results
- Updated dependencies [cd0042e]
  - @mastra/core@0.13.1-alpha.0

## 0.13.0

### Minor Changes

- ea0c5f2: Add store support to new score api

### Patch Changes

- 2871020: update safelyParseJSON to check for value of param when handling parse
- 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

## 0.13.0-alpha.1

### Patch Changes

- 2871020: update safelyParseJSON to check for value of param when handling parse
- 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

## 0.13.0-alpha.0

### Minor Changes

- ea0c5f2: Add store support to new score api

### Patch Changes

- Updated dependencies [ea0c5f2]
- Updated dependencies [b0e43c1]
- Updated dependencies [1fb812e]
- Updated dependencies [35c5798]
  - @mastra/core@0.13.0-alpha.1

## 0.12.0

### Minor Changes

- f42c4c2: update peer deps for packages to latest core range

### Patch Changes

- 24ac5ff: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.10` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.10) (from `^0.15.9`, in `dependencies`)
- ff9c125: enhance thread retrieval with sorting options in libsql and pg
- a3ca14c: `LibSQLVector.doUpsert`: check if transaction is open before attempting rollback
- 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 [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.2

### Minor Changes

- f42c4c2: update peer deps for packages to latest core range

### Patch Changes

- @mastra/core@0.12.0-alpha.5

## 0.11.3-alpha.1

### 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

## 0.11.3-alpha.0

### Patch Changes

- 24ac5ff: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.10` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.10) (from `^0.15.9`, in `dependencies`)
- a3ca14c: `LibSQLVector.doUpsert`: check if transaction is open before attempting rollback
- 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

## 0.11.2

### Patch Changes

- 3cc50c7: Update mastra core peer dep version
- ce088f5: Update all peerdeps to latest core
  - @mastra/core@0.11.1

## 0.11.1

### Patch Changes

- 7ba91fa: Throw mastra errors methods not implemented yet
- da168a4: increase the peer deps range
- 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

## 0.11.1-alpha.0

### Patch Changes

- 7ba91fa: Throw mastra errors methods not implemented yet
- da168a4: increase the peer deps range
- 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 [5889a31]
- Updated dependencies [65e3395]
- Updated dependencies [4933192]
- Updated dependencies [d1c77a4]
- Updated dependencies [bea9dd1]
- Updated dependencies [dcd4802]
- Updated dependencies [7ba91fa]
  - @mastra/core@0.11.0-alpha.2

## 0.11.0

### Minor Changes

- 8a3bfd2: Update peerdeps to latest core

### Patch Changes

- 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.
- 0fb9d64: [MASTRA-4018] Update saveMessages in storage adapters to upsert messages
- 2097952: [MASTRA-4021] Fix PG getMessages and update messageLimit for all storage adapters
- 144eb0b: [MASTRA-3669] Metadata Filter Types
- f0150c4: Fix LibSQLStore and PgStore getMessagesPaginated implementation
- 0e17048: Throw mastra errors in storage packages
- 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

### 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

## 0.10.4-alpha.2

### Patch Changes

- 15e9d26: Added per-resource working memory for LibSQL, Upstash, and PG
- 0fb9d64: [MASTRA-4018] Update saveMessages in storage adapters to upsert messages
- 144eb0b: [MASTRA-3669] Metadata Filter Types
- f0150c4: Fix LibSQLStore and PgStore getMessagesPaginated implementation
- Updated dependencies [15e9d26]
- Updated dependencies [07d6d88]
- Updated dependencies [5d74aab]
- Updated dependencies [144eb0b]
  - @mastra/core@0.10.7-alpha.2

## 0.10.4-alpha.1

### Patch Changes

- 2097952: [MASTRA-4021] Fix PG getMessages and update messageLimit for all storage adapters
- 0e17048: Throw mastra errors in storage packages
- Updated dependencies [d1baedb]
- Updated dependencies [4d21bf2]
- Updated dependencies [2097952]
- Updated dependencies [4fb0cc2]
- Updated dependencies [d2a7a31]
- Updated dependencies [0e17048]
  - @mastra/core@0.10.7-alpha.1

## 0.10.4-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

## 0.10.3

### Patch Changes

- 63f6b7d: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.9` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.9) (from `^0.15.8`, in `dependencies`)
- 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

## 0.10.3-alpha.0

### Patch Changes

- 63f6b7d: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.9` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.9) (from `^0.15.8`, in `dependencies`)
- Updated dependencies [63f6b7d]
- Updated dependencies [36f1c36]
- Updated dependencies [10d352e]
- Updated dependencies [53d3c37]
  - @mastra/core@0.10.6-alpha.0

## 0.10.2

### Patch Changes

- 5d3dc1e: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.8` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.8) (from `^0.15.4`, in `dependencies`)
- dffb67b: updated stores to add alter table and change tests
- e0f9201: change how dedupe works for libsql and pg
- 14a2566: Add pagination to libsql storage APIs
- 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

## 0.10.2-alpha.4

### Patch Changes

- 66f4424: Update peerdeps

## 0.10.2-alpha.3

### Patch Changes

- e0f9201: change how dedupe works for libsql and pg
- Updated dependencies [925ab94]
  - @mastra/core@0.10.4-alpha.3

## 0.10.2-alpha.2

### 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

## 0.10.2-alpha.1

### Patch Changes

- dffb67b: updated stores to add alter table and change tests
- Updated dependencies [f6fd25f]
- Updated dependencies [dffb67b]
- Updated dependencies [f1309d3]
- Updated dependencies [f7f8293]
  - @mastra/core@0.10.4-alpha.1

## 0.10.2-alpha.0

### Patch Changes

- 5d3dc1e: dependencies updates:
  - Updated dependency [`@libsql/client@^0.15.8` ↗︎](https://www.npmjs.com/package/@libsql/client/v/0.15.8) (from `^0.15.4`, in `dependencies`)
- 14a2566: Add pagination to libsql storage APIs
- Updated dependencies [d1ed912]
- Updated dependencies [f1f1f1b]
- Updated dependencies [f9816ae]
- Updated dependencies [82090c1]
- Updated dependencies [1b443fd]
- Updated dependencies [ce97900]
- Updated dependencies [14a2566]
  - @mastra/core@0.10.4-alpha.0

## 0.10.1

### Patch Changes

- e5dc18d: Added a backwards compatible layer to begin storing/retrieving UIMessages in storage instead of CoreMessages
- a3f1b39: feat(libsql): update thread timestamp when saving messages
- 9e37877: Fixes SQLITE_BUSY error often seen when working locally on the playground
- 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

## 0.10.1-alpha.3

### Patch Changes

- a3f1b39: feat(libsql): update thread timestamp when saving messages

## 0.10.1-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

## 0.10.1-alpha.1

### Patch Changes

- f0d559f: Fix peerdeps for alpha channel
- Updated dependencies [1e8bb40]
  - @mastra/core@0.10.2-alpha.2

## 0.10.1-alpha.0

### Patch Changes

- e5dc18d: Added a backwards compatible layer to begin storing/retrieving UIMessages in storage instead of CoreMessages
- 9e37877: Fixes SQLITE_BUSY error often seen when working locally on the playground
- Updated dependencies [592a2db]
- Updated dependencies [e5dc18d]
  - @mastra/core@0.10.2-alpha.0

## 0.10.0

### Minor Changes

- 83da932: Move @mastra/core to peerdeps

### Patch Changes

- eabdcd9: [MASTRA-3451] SQL Injection Protection
- d0ee3c6: Change all public functions and constructors in vector stores to use named args and prepare to phase out positional args
- a7292b0: BREAKING(@mastra/core, all vector stores): Vector store breaking changes (remove deprecated functions and positional arguments)
- 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

## 0.1.0-alpha.1

### Minor Changes

- 83da932: Move @mastra/core to peerdeps

### Patch Changes

- a7292b0: BREAKING(@mastra/core, all vector stores): Vector store breaking changes (remove deprecated functions and positional arguments)
- 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

## 0.0.5-alpha.0

### Patch Changes

- eabdcd9: [MASTRA-3451] SQL Injection Protection
- d0ee3c6: Change all public functions and constructors in vector stores to use named args and prepare to phase out positional args
- 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

## 0.0.4

### Patch Changes

- c3bd795: [MASTRA-3358] Deprecate updateIndexById and deleteIndexById
- 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

## 0.0.4-alpha.4

### Patch Changes

- Updated dependencies [3e9c131]
  - @mastra/core@0.9.4-alpha.4

## 0.0.4-alpha.3

### Patch Changes

- c3bd795: [MASTRA-3358] Deprecate updateIndexById and deleteIndexById
- Updated dependencies [396be50]
- Updated dependencies [c3bd795]
- Updated dependencies [da082f8]
- Updated dependencies [a5810ce]
  - @mastra/core@0.9.4-alpha.3

## 0.0.4-alpha.2

### Patch Changes

- Updated dependencies [3171b5b]
- Updated dependencies [973e5ac]
- Updated dependencies [9e1eff5]
  - @mastra/core@0.9.4-alpha.2

## 0.0.4-alpha.1

### Patch Changes

- Updated dependencies [ab80e7e]
- Updated dependencies [6fa1ad1]
- Updated dependencies [c28d7a0]
- Updated dependencies [edf1e88]
  - @mastra/core@0.9.4-alpha.1

## 0.0.4-alpha.0

### Patch Changes

- Updated dependencies [daf942f]
- Updated dependencies [0b8b868]
  - @mastra/core@0.9.4-alpha.0

## 0.0.3

### 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

## 0.0.3-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

## 0.0.3-alpha.0

### Patch Changes

- Updated dependencies [526c570]
- Updated dependencies [b5d2de0]
- Updated dependencies [644f8ad]
  - @mastra/core@0.9.3-alpha.0

## 0.0.2

### Patch Changes

- 4155f47: Add parameters to filter workflow runs
  Add fromDate and toDate to telemetry parameters
- 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

## 0.0.2-alpha.6

### Patch Changes

- Updated dependencies [6052aa6]
- Updated dependencies [7d8b7c7]
- Updated dependencies [3a5f1e1]
- Updated dependencies [8398d89]
  - @mastra/core@0.9.2-alpha.6

## 0.0.2-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

## 0.0.2-alpha.4

### Patch Changes

- Updated dependencies [ccef9f9]
- Updated dependencies [51e6923]
  - @mastra/core@0.9.2-alpha.4

## 0.0.2-alpha.3

### Patch Changes

- 4155f47: Add parameters to filter workflow runs
  Add fromDate and toDate to telemetry parameters
- Updated dependencies [967b41c]
- Updated dependencies [4155f47]
- Updated dependencies [17826a9]
  - @mastra/core@0.9.2-alpha.3

## 0.0.2-alpha.2

### Patch Changes

- Updated dependencies [26738f4]
  - @mastra/core@0.9.2-alpha.2

## 0.0.2-alpha.1

### Patch Changes

- Updated dependencies [b804723]
  - @mastra/core@0.9.2-alpha.1

## 0.0.2-alpha.0

### Patch Changes

- Updated dependencies [0097d50]
  - @mastra/core@0.9.2-alpha.0

## 0.0.1

### Patch Changes

- 479f490: [MASTRA-3131] Add getWorkflowRunByID and add resourceId as filter for getWorkflowRuns
- 5f826d9: Moved vector store specific prompts from @mastra/rag to be exported from the store that the prompt belongs to, ie @mastra/pg
- 2d4001d: Add new @msstra/libsql package and use it in create-mastra
- 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

## 0.0.1-alpha.8

### Patch Changes

- Updated dependencies [2d17c73]
  - @mastra/core@0.9.1-alpha.8

## 0.0.1-alpha.7

### Patch Changes

- Updated dependencies [1d3b1cd]
  - @mastra/core@0.9.1-alpha.7

## 0.0.1-alpha.6

### Patch Changes

- Updated dependencies [c23a81c]
  - @mastra/core@0.9.1-alpha.6

## 0.0.1-alpha.5

### Patch Changes

- 5f826d9: Moved vector store specific prompts from @mastra/rag to be exported from the store that the prompt belongs to, ie @mastra/pg
- Updated dependencies [3e7b69d]
  - @mastra/core@0.9.1-alpha.5

## 0.0.1-alpha.4

### Patch Changes

- 479f490: [MASTRA-3131] Add getWorkflowRunByID and add resourceId as filter for getWorkflowRuns
- Updated dependencies [e4943b8]
- Updated dependencies [479f490]
  - @mastra/core@0.9.1-alpha.4

## 0.0.1-alpha.3

### Patch Changes

- Updated dependencies [6262bd5]
  - @mastra/core@0.9.1-alpha.3

## 0.0.1-alpha.2

### Patch Changes

- Updated dependencies [405b63d]
- Updated dependencies [61e92f5]
- Updated dependencies [c71013a]
  - @mastra/core@0.9.1-alpha.2

## 0.0.1-alpha.1

### Patch Changes

- 2d4001d: Add new @msstra/libsql package and use it in create-mastra
- 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