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    "last_assistant_message": "Everything is clean. Here's a summary of all changes made:\n\n---\n\n**Files updated (5) + created (1):**\n\n| File | What changed |\n|---|---|\n| `introduction.mdx` | Added Observability Hub card; updated `extensions/` row to say \"15 SDLC tools\" |\n| `architecture.mdx` | Fixed tool count 12\u219215 everywhere; updated Mermaid diagram; updated run state layout with `metrics.json`, `dashboard.html`, `checkpoints/`, `evidence.jsonl`; added 6 new sections: Observability Hub, Webhook Notifications, Stage Checkpoints & Rollback, BFT Cryptographic Memory Signatures, Model Escalation Routing |\n| `reference/pi-tools.mdx` | Added full entries for `sdlc_dashboard`, `sdlc_trace`, `sdlc_rollback` with parameters, examples, and output descriptions |\n| `concepts/state-management.mdx` | Updated run state tree with new files/dirs; added Evidence Ledger, Metrics, and Stage Checkpoints sections |\n| `mint.json` | Added `reference/observability` to the Reference nav group |\n| `reference/observability.mdx` | **New page** \u2014 full Observability Hub reference covering dashboard, trace, webhooks (Slack/Teams/Discord auto-conversion), `metrics.json` schema, and `RunReport` |",
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