**Maintenance releases:** Python autocontext 0.17.1, npm autoctx 0.17.4 and pi-autocontext 0.10.1 package the reviewed security, reliability and dependency maintenance changes.
**Faster Python generations:** architect calls follow the configured cadence, independent roles can overlap, and strategy search batches database reads and reuses unchanged knowledge content. TypeScript execution behavior is unchanged.
**More reliable Python runtimes:** non-object Pi CLI JSON uses the text fallback, interactive worker-event bursts no longer abort valid controller requests, and dataclass metadata defaults use independent dictionaries.
**Safer control-plane authentication:** WebSocket credentials travel in authenticated subprotocols or Authorization headers instead of query strings; the TUI uses AUTOCONTEXT_SERVER_TOKEN for HTTP and WebSocket connections.
**Reviewed release infrastructure:** package publishing validates protected-main ancestry and successful CI for the exact release commit, with independent publishing approval and pinned Actions. Live service checks use a separate protected manual workflow.
**Dependency maintenance:** TypeScript and Pi locks incorporate the reviewed compatibility and security updates. Pi retains its existing autoctx ^0.15.0 dependency line; moving its runtime dependency requires separate validation.
