Code Mala Tang
Jun 18, 2026 · Artificial Intelligence
How Warp’s Dual‑Loop Architecture Enables Self‑Improving AI Agents
The article explains Warp founder Zach Lloyd’s practical dual‑loop system that lets AI agents automatically learn from human‑corrected feedback, continuously refining their task‑execution skills through an inner execution loop and an outer improvement loop.
AI AgentGitOpsWarp
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