This establishes a structured knowledge base for autonomous agents to avoid
rediscovering solved problems and to coordinate architecture decisions.
Files:
- ai-memory/architecture.md – rings of stability, subsystem responsibilities
- ai-memory/bug-patterns.md – catalog of recurring failures and fixes
- ai-memory/debugging-playbook.md – diagnostic checklists
- ai-memory/agent-notes.md – agent activity log and learnings
- ai-memory/failure-archive/ – placeholder for losing PR summaries
