Data and AI releases

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CrewAI 1.15.31

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CrewAI 1.15.31 adds support for conversational flow context compaction and includes various security patches for deserialization, SQL injection, and path traversal vulnerabilities. It also improves guardrail handling and dependency management.

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Also shipped Oct 27, 2026CrewAI in October 2026 →

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CrewAI 1.15.32

Bug Fixes Fix failing flaky tests Documentation Update snapshot and changelog for v1.15.31 Contributors @lorenzejay

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CrewAI 1.15.29

CrewAI 1.15.29 adds support for LiteLLM-compatible kwargs, Azure DocumentDB vector search integration, and promotes AgentExecutor out of experimental status.

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CrewAI 1.15.28

Features Add crewai eval command to report where a stopped model broke. Use LiteLLM catalog for context windows. Bug Fixes Fix flow to learn from resumed human feedback and preserve reviewed output types. Warn when non-empty apps resolve to zero platform tools. Fix flow add-crew to correctly find the package from pyproject.

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CrewAI 1.15.27

Features Add XPU to OpenCLIP provider device options Add deepinfra as an OpenAI-compatible provider Record why an evaluation stopped before its verdict Record what the run app's Deploy met before an attempt Implement per-run cost and time tracking in crewai eval --models without repeated progress lines Bug Fixes Fix issue where stopSequences were sent to...

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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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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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