Anthropic00:00Guides & TipsOfficial Blog
Warp shows self-improving agents built on Claude
Design agents that learn from your team’s corrections.
Key Points
- 1Turn human feedback into improvement loops
- 2Skill updates raise quality over time
- 3Grounded in concrete demos (e.g., PR review)
- 4Shows patterns for org-wide rollout
Anthropic published a session with Warp on building self-improving agents on Claude. It focuses on feedback loops that capture human corrections and turn them into skill updates. Demos include a PR review agent and social listening bot. It’s a practical path from one-off automation to compounding agent systems.