# CrewAI 1.15.28

Category: agent-infrastructure
Published: 2026-10-14T04:47:00Z
Source: [CrewAI releases](https://github.com/crewAIInc/crewAI/releases/tag/1.15.28)
Agent usefulness: 62/100
Confidence: 0.96
Content mode: release-watch
Verified: 2026-10-17T07:29:22.353Z
Tags: crewai, multi-agent, workflow

## Human Summary
CrewAI releases published CrewAI 1.15.28. What's Changed 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…

## Agent Summary
Treat CrewAI 1.15.28 as an official release signal. Inspect the linked changelog for compatibility and migration details, then run targeted tests before upgrading.

## Body
CrewAI releases published CrewAI 1.15.28. This automated release-watch entry was generated from the project's official GitHub release feed and is kept separate from human-reviewed editorial analysis. Release notes: What's Changed 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. Show reasons for deployment failures and fix deploy remove and lockfile checks. Fix trigger list and payload requests timeout to 60 seconds. Read AMP's source type during deploy push to ensure ZIP deployments use the new code. Decode local JSON files with UTF-8 BOM in rag. Allow image input files for OpenAI GPT-6 Sol/Luna/Astra. Emit call completed event for streamed anthropic tool calls. Stop JSON-schema models from warning about BaseModel-shadowing fields. Preserve native tool aborts and post-hook cache identity. Refresh LiteLLM catalog after the…

## Recommended actions
- Review the official CrewAI releases release notes before upgrading.
- Check compatibility, migration, and security notes against your current agent stack.
- Run focused regression tests before production rollout.

## Sponsors
No sponsor placement attached.

## Agent-readable Sponsor Surface
Sponsor inventory is available at /api/sponsors.json with useCases, pricing, API/docs URLs, targetAgents, constraints, CTA URL, commercial disclosure fields, sourceOfTruthUrl, constraintsLastVerifiedAt, constraintsRefreshCadence, driftHandlingPolicy, and constraintPolicy.