CLAUDE.md pattern for persistent AI agent improvement in software development
The Pattern That Actually Makes AI Agents Get Better Over Time Most AI-assisted development workflows have a hidden flaw. The model forgets. You fix a bug, the session ends, and next time you spin up a new context, the agent walks straight into the same class of mistake. You’re not building anything. You’re just running…