crewkit
Observability, governance, and continuous improvement for AI-assisted engineering teams.
crewkit gives your team consistent AI coding sessions. It syncs agent configurations, tracks what works, and lets you experiment with improvements — across every developer and every project.
Three Pillars
Observe — Track every session, conversation, and task. See costs, tokens, success rates, and tool usage across the team.
Govern — Enforce playbooks, manage tiered resources, control roles. Junior devs get coaching mode, seniors get autonomy.
Improve — Measure how resource versions perform. Run experiments. Iterate agents and skills based on real data.
How it works
- Install the CLI and connect to your account
- Run
crewkit codein any project — it authenticates, detects your project, syncs your team's agent configs, and launches Claude Code - Session data flows to your dashboard — tokens, costs, tool usage, conversation summaries
- Iterate — tweak agent prompts, run A/B experiments, roll out what works
# Install
brew install crewkit-io/tap/crewkit
# Start coding
cd my-project
crewkit codeThe TUI wraps Claude Code with a real-time sidebar showing session metrics, git context, and AI-generated summaries.
Who is this for
Teams using Claude Code who want:
- Consistent agent configs across the team (no "works on my machine" for AI prompts)
- Visibility into what AI is doing across all developers
- Guardrails — playbooks and conventions that enforce team standards
- Data-driven improvement — measure which agent versions perform best