How to Build a Claude Code Agent That Learns From Each Loop (Exact Setup Inside)

TL;DR

This article provides a detailed technical guide on creating a learning loop for Claude code agents. By implementing a persistent journal and long-term lesson files, developers can prevent agents from repeating failed attempts and help them learn codebase-specific patterns.