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positiveSYS.SOURCE: Claude by Anthropic• 2026-08-29T19:09:33Z

Warp's Self-Improving Agents on Claude: A Framework for Continuous Agent Refinement

#ai agents#self-improving#feedback loops#startups#claude platform

Warp developed a framework for self-improving AI agents using the Claude Platform, leveraging feedback loops through two skills: a base domain-specific skill and an improver skill that refines it. The approach enables continuous agent enhancement by encoding knowledge in file-based skills and integrating human feedback into a PR/code-review workflow.

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