Data and AI releases

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CrewAI 1.15.22

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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...

AI agentsLLMsVector searchStreamingGovernance

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Also shipped Sep 16, 2026CrewAI in September 2026 →

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CrewAI 1.15.21

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.

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CrewAI 1.15.23

Features Add support for native Gemini 3.8 Flash Implement evaluation of the last traced run through AMP in crewai eval Record the last traced run for crewai eval instead of printing it Improve platform integration setup UX Prioritize popular platform integrations Enhance tracing task spans to include declared output format and results Bug Fixes Fix...

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CrewAI 1.15.20

Bug Fixes Fix legacy platform tool alias discovery Documentation Update snapshot and changelog for v1.15.19 Contributors @joaomdmoura , @vinibrsl

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CrewAI 1.15.19

Features Add Clipper integrations client Add now() to the CEL expression environment Record how a crew run ended for every user Report machine size as a coarse band, not a core count Add injectable client for CrewAI platform tools Bug Fixes Fix reading of octet-stream and xlsx URLs in urlreadtool Fix appending trailing user turn in native Gemini provider...

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CrewAI 1.15.18

Features Promote conversational flows to stable Record a created deployment with the given UUID Enhance conversational flow documentation and APIs Let a declaration name the router's response format Let a chat flow declare its own state shape Accept crew-style LLM config in a conversational declaration Report project creation with the minted ID Record...

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CrewAI 1.15.24

Features Add crewai eval to print a markdown brief when run by an agent Queue relevant background replies Add experimental turn and reply identities Add Oracle Integrations Add experimental job lifecycle and runner Add crewai eval --models, and llm_overlay to swap models as well as roles Bug Fixes Fix train filename error message in CLI Allow a start step...

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CrewAI 1.15.26

Bug Fixes Fix ownership retention of rwlock when acquisition is interrupted. Resolve issue with documentation site source URLs not being preserved. Fix task output display in log-tasks-outputs to show actual output. Documentation Update snapshot and changelog for version v1.15.25.

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