Introducing the Kayba CLI: automated agent self-improvement from your terminal

[halluton]

We built a CLI that plugs into Claude Code, Codex, or any coding agent and turns your agent's execution traces into improvements.

Upload traces → Kayba surfaces failure patterns → your coding agent proposes edits to your codebase. Pick what makes sense, implement, and repeat.

First test on tau2-bench: 34.3% improvement after a single cycle auto-accepting all changes.

What's in Pro (7-day free trial, no credit card required):

• Automated agent self-improvement
• CLI for Claude Code, Codex & more
• Hosted dashboard & analytics
• Team collaboration

The core engine (ACE) stays open source and MIT licensed.

kayba.ai

KaybaCLI.mp4