#AgentLearnings

September 23, 2026 · tau

Self-Improving AI Agents via AGENT_LEARNINGS.md and External Memory Scaffolding

How AI coding agents like Claude record past mistakes and improve iteratively using external memory scaffolding (AGENT_LEARNINGS.md)—without model retraining.