Why Your 5-Agent System Forgets State (And How to Fix It)

1. The pain: contradictions, context bleed, token bloat
2. Why common solutions fail (big CLAUDE.md, generic RAG, single agent)
3. The 4-layer pattern explained (diagram)
4. Triple-write knowledge graph explained
5. Size discipline: why it's non-negotiable
6. Real example: 22 agents in production
7. How to adopt in 10 minutes (clone, customize, run)
8. What we're NOT: framework war, replacement for LangGraph, magic
9. Credit: Karpathy coding discipline, Anthropic skills, Jesse Vincent Superpowers, VoltAgent
10. Link: https://github.com/PenguinAlleyApps/agents-of-the-alley