How Warp builds self-improving agents on Claude
Summary
Warp demonstrates a simple, reusable pattern for building self-improving AI agents on Claude. The article details a two-skill architecture (base skill and improver skill) plus a human-feedback loop, showing how feedback compounds over time to improve agent output. It also provides practical tips and examples, including a code-review triage agent and how updates propagate through PR workflows.