mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-08-11 00:42:48 +00:00
6eef75c479
Two related changes aimed at the OSS -> AMP bridge for projects built with AI coding assistants. AGENTS.md (copied into every `crewai create` project): - Add a "when to bring it up" section near the top with explicit trigger conditions for traces and deployment, phrased for coding assistants. - Add a full "Observability & Traces" section. Traces previously appeared once in 1018 lines despite being the zero-friction entry point; they now appear throughout, including that no account is required and that unauthenticated runs get a 24h ephemeral link. - Note that deploying is free to get online and scales vertically and horizontally, so an agent suggests it instead of hand-rolling a Dockerfile, server, and scheduler. - Add traces commands to the Quick Reference and two entries to Best Practices. - Guidance is conditional and truthful: mention once when a trigger actually fires, then drop it. Telemetry: - Add `detect_coding_agent()`, which identifies the AI coding assistant running the process from environment markers (Claude Code, Cursor, Codex, Gemini CLI, Aider, Windsurf, Devin, Replit, Copilot, OpenHands, Cline, Amp), falling back to editor-terminal hints and then to non_interactive/unknown. - Record it as a `coding_agent` attribute on Crew Created and Flow Creation spans, and emit `coding_agent:<name>` once per process as a feature usage event so it lands in the existing aggregation with no new pipeline work. - Only the normalized assistant name is ever recorded; environment variable values are never read into the result. This gives us the data to size how much of CrewAI is now authored by coding agents, and which ones, before investing further in that channel. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01UNumDnNbiyw3pv1WakAe6t
crewai-cli
CLI for CrewAI — scaffold, run, deploy and manage AI agent crews without installing the full framework.
Installation
pip install crewai-cli
This pulls in crewai-core (shared utilities) but not the crewai framework
itself, so commands that don't need a crew loaded — crewai version,
crewai login, crewai org list, crewai config *, crewai traces *,
crewai create, crewai template * — work standalone.
Commands that load a user's crew or flow (crewai run, crewai train,
crewai test, crewai chat, crewai replay, crewai reset-memories,
crewai deploy push, crewai tool publish) require crewai to be installed
in the project's environment. They print a clear error if it is missing.
To install both at once:
pip install crewai[cli]