What's Changed 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 visibility of the panel for viewi…
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 app…
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…
What's Changed Bug Fixes Fix legacy platform tool alias discovery Documentation Update snapshot and changelog for v1.15.19 Contributors @joaomdmoura, @vinibrsl
What's Changed 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 Normalize scheme and port in…
What's Changed 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 whether a run had inputs, witho…
What's Changed Features Add declarative conversational flows documentation Synthesize built-in conversational methods for declarations Enable declarations to drive conversational mode Make conversational opt-in unmistakable Carry the AMP slug on tools resolved from a slug reference Handle oversized single messages during chunking Bug Fixes Fix usage of the URL hostname as MCP HTTP and SSE server_n…
What's Changed Features Introduce execution context management with UUID support Record what kind of exception ended a flow Record when a trace batch is shared with AMP Count deployments from any origin and record where they started Bug Fixes Record the running release on every emitted span Fix MySQL search table name validation Stop a failed turn from marking the next one as failed Documentation…
What's Changed Features Report flow outcome, duration, and human-in-the-loop signals. Bug Fixes Emit FlowStartedEvent when a boundary hook aborts the flow. Scope span export to our own tracer provider. Bump torch to version 2.13.0 to address security vulnerability. Bump gitpython to version 3.1.58 in crewai-tools[github]. Refactoring Update date injection functionality in agents. Standardize CLI f…
What's Changed Features Split runtime context from coding agent and add project ID Documentation Update snapshot and changelog for v1.15.13 Contributors @joaomdmoura
What's Changed Bug Fixes Fix preservation of provider on LiteLLM-routed models. Harden brittle LLM event-bus mocks. Fix underreporting of Anthropic cache token usage. Bump h2 to version 4.4.1 to address security vulnerability GHSA-6hr6-w5qg-qmwg. Documentation Add DOCS_TRANSLATIONS workflow for locale synchronization. Fix broken README links, table of contents, and contribution guidance. Snapshot…
What's Changed Features Bump Flow canary on release Add URLReadTool for reading arbitrary URLs Add app metadata to platform action tools Unify scaffolding under crewai create <resource> Bug Fixes Clarify conversational route/handler name collision errors Documentation Update scaffold AGENTS.md for unified create CLI Breaking Changes None Contributors @Vidit-Ostwal, @joaomdmoura, @lorenzejay, @luca…
What's Changed Features Track interception-hook dispatches in telemetry Add project_id to link OSS usage to an enterprise account Surface AMP in AGENTS.md and detect coding agents in telemetry Add IBM Db2 search tool Bug Fixes Clear CodeQL incomplete URL substring sanitization alerts Bump aiohttp and cryptography to clear six GHSA advisories Report the real CEL error for failures inside map litera…
What's Changed Features Collect skill usage events Documentation Remove migrated AMP documentation Update security reporting guidelines Snapshot and changelog for v1.15.9 Contributors @gvieira, @joaomdmoura, @theCyberTech
What's Changed Features Surface tool failures instead of reporting them as success Emit FlowFailedEvent when a flow execution fails Implement progressive disclosure for skills Documentation Update snapshot and changelog for v1.15.8 Contributors @github-actions[bot], @joaomdmoura, @lorenzejay, @lucasgomide
What's Changed Features Add WaitTool for pausing on long-running jobs. Bug Fixes Fix FileWriterTool writes and address rough edges in file tool. Mark E2B_API_KEY as a required env var for E2B tools. Documentation Refresh model availability guidance. Contributors @github-actions[bot], @joaomdmoura, @lucasgomide, @oalami, @thiagomoretto
What's Changed Bug Fixes Resolve registry skills through the runtime's CrewAI+ client Recover from the GPT-5.6 tools + reasoning_effort 400 Make tool calling work on the Responses API path Route responses-only models instead of failing with 404 Bump bedrock-agentcore to patch CVE-2026-16796 Observability Emit skill usage events at runtime for observability Documentation Add snapshot and changelog…
What's Changed Bug Fixes Fix registry skills resolution through the runtime's CrewAI+ client. Recover from the GPT-5.6 tools and reasoning_effort 400 errors. Make tool calling work on the Responses API path. Route responses-only models to prevent 404 errors. Bump bedrock-agentcore dependency to patch CVE-2026-16796. Observability Emit skill usage events at runtime for improved observability. Docum…
What's Changed Bug Fixes Fix detection of Anthropic preview tool-use blocks. Preserve strict tool schema property names. Dispatch execution_end hook on failed crew and flow executions. Handle async get_agent in load_agent_from_repository. Fix dependency resolution issues. Documentation Snapshot and changelog for v1.15.5. Contributors @alex-clawd, @iris-clawd, @lorenzejay, @lucasgomide, @theCyberTe…
What's Changed Features Authenticate skill registry downloads Documentation Update snapshot and changelog for v1.15.4 Contributors @vinibrsl
What's Changed Features Promote Skills Repository out of experimental status Documentation Add Flows in Studio documentation Contributors @jessemiller, @joaomdmoura, @vinibrsl
What's Changed Features Add organization ID parameter to PlusAPI client Add step interception points and rework execution hooks documentation around @on Wire execution-boundary interception points Add generic interception-hook dispatcher Run declarative flows on the TUI (headless terminal fallback) Bug Fixes Sync kickoff-completed event with OUTPUT hook result Fix null repository agent attributes…
What's Changed Bug Fixes Fix synchronization of kickoff-completed event with OUTPUT hook result Documentation Update snapshot and changelog for v1.15.3a1 Dependency Updates Bump setuptools to 0.83.0 to address PYSEC-2026-3447 Contributors @lucasgomide, @vinibrsl
What's Changed Features Add organization ID parameter to PlusAPI client. Add step interception points and rework execution hooks documentation around @on. Wire execution-boundary interception points. Add generic interception-hook dispatcher. Run declarative flows on the TUI (headless terminal fallback). Improve custom OpenAI URLs. Bug Fixes Fix null repository agent attributes. Fix after_llm_call…
What's Changed Features Pull latest LLM models dynamically in the crew wizard. Support inline skill definitions. Add generated Flow Definition authoring skill. Support templated Flow action inputs. Add text helper for flow CEL prompts. Add text helper to flow skill example. Implement message setup and feedback handling in AgentExecutor. Add repository agents to flow definitions. Define stream fram…
What's Changed Features Add aiobotocore to the bedrock extra Document flow agent options Add text helper to flow skill example Add text helper for flow CEL prompts Add streaming docs to the navigation Bug Fixes Reject self-listening flow methods Documentation Update snapshot and changelog for v1.15.2a1 Squeeze AGENTS.md file Contributors @akaKuruma, @github-code-quality[bot], @lorenzejay, @vinibrs…
What's Changed Features Repoint template commands to crewAIInc-fde org Support inline skill definitions Define stream frame protocol for flows Add type tool and app in CrewDefinition Add generated Flow Definition authoring skill Bug Fixes Cut docs version navigation from Edge to prevent new pages from being dropped Documentation Document Cost Limit rule type in Agent Control Plane Drop CREWAI_LOG_…
What's Changed Features Initialize Git repositories for generated projects (#6364) Require explicit CrewAI project definitions (#6358) Open deployment page after CLI deploy (#6343) Bug Fixes Fix deployment page link ID resolution (#6365) Fix JSON crew template rendering (#6359) Fix JSON crew version pin (#6342) Fix SSRF redirect bypass in scraping fetches (#6331) Documentation Improve open source…
What's Changed Features Track TUI button telemetry Require explicit CrewAI project definitions Open deployment page after CLI deploy Bug Fixes Fix JSON crew template rendering Fix JSON crew version pin Fix SSRF redirect bypass in scraping fetches Documentation Improve coding agent setup CTA Snapshot and changelog for v1.15.0 Contributors @joaomdmoura, @lorenzejay, @theCyberTech, @vinibrsl
What's Changed Features Track conversational flow turn usage in telemetry Support conversational flows in the CLI TUI Add unified declarative flow loading Add declarative Flow CLI support Add optional if expression to each.do steps Add single agent action to Flow definitions Add crew actions to FlowDefinition Add inline crew definition loading Add each composite action to FlowDefinition Implement…