CrewAI

From the release notes

What's Changed Features Support aliases as connection identifiers Record reasons for deployment creation failures Collect human feedback and pause events in tracing Add llm_overlay context variable to route agent roles to models Carry task_prompt and output in agent execution payloads Validate platform integrations during crew setup Add platform tools to JSON crew wizard Expose CrewAI Platform application catalog Add OpenRouter as a supported embedding provider Bug Fixes Accept CRLF in inline skill definitions Load text file URLs through the safe fetcher Close SQLite connections in kickoff task outputs storage Carry from_cache on the native tool path's ToolUsageFinishedEvent Raise ValueError instead of bare raise in uploader Support non-primitive types in SQLiteFlowPersistence Improve coding agents instructions Read JSON checkpoints as UTF-8 Overwrite stale poetry.lock backup on Windows Key streamed tool calls by wire index in Azure Preserve file data content parts in Gemini Honor read_only on update() and recall() access times Send reasoning_effort to every OpenAI reasoning model Prevent crashes in the run TUI when streamed output contains a literal [...] Reject replay when stored tasks differ Use sys.platform guards for mypy compatibility on Windows Request the forced final answer as a user turn Keep null in the task output schema embedded in the prompt Align DOCXSearchTool with standard RAG fixed schema pattern Documentation Add xpu to embedding device options List all workspace packages Contributors @ASTion24, @BlueX888, @HUAN2022A, @RaycarlLei, @Rohitkanithi, @SWAPI03, @SharoonSharif, @ShivangiRay, @Theater-ahyeon, @Vidit-Ostwal, @gamal1osama, @github-actions[bot], @joaomdmoura, @lorenzejay, @mhbuehler, @modusensus, @monkscode, @Rohitkanithi, @roli-lpci, @vinibrsl, @wangtaotaotao95

From the release notes

What's Changed Features Add telemetry to track checkpoint runtime and CLI usage. Bug Fixes Fix gateway errors reported inside an HTTP 200 response. Keep deploy push on the AMP create source. Report scrape failures instead of raising IndexError in the Oxylabs integration. Route all DashScope models through the native provider. Persist JSON checkpoints as UTF-8. Drop stray $ in f-string search URLs for BrightData. Support list-form type arrays in JSON schema conversion. Correct gpt-4o-mini context window from 200000 to 128000. Preserve streaming tool call arguments at contentBlockStop. Make pre-commit hooks portable on Windows. Documentation Clarify that tracing is managed separately from telemetry. Fix parallel search reference link. Remove stale parameters from handle_llm_stream_chunk docstring. Fix streaming output docstring examples. Use organization UUIDs in the skill install reference. Contributors @Alphaxiaoteng, @DrewWhittleNZ, @Ghraven, @Shxiao101, @Vaishnavi220506, @Vidit-Ostwal, @danielfsbarreto, @georgeatparallel, @github-actions[bot], @jessemiller, @joaomdmoura, @kimnamu, @kiwoongyoon, @liang0417, @lorenzejay, @oxy-giedrius, @simpleqt, @uoparaji