🧬 We built a shared memory system for 6 AI agents.
Two non-engineers (a doctor a product thinker)
working with Claude, GPT, Gemini, Perplexity, Copilot & Notion AI
to build real products together.
The problem: every AI forgets everything between sessions.
Karpathy's LLM Wiki solves memory for 1 person 1 AI.
We solved it for 2 humans 6 AIs.
🔑 Key design:
📋 Shared Facts DB — structured database, every record tagged with author & confidence level
📖 Slim Handover Manual — only "live" content, history auto-archives
🛡️ 3-layer graceful degradation — MCP breaks? Notion down? Data still safe
🔍 Cross-AI hallucination auditing — Claude reviews GPT's records, GPT reviews Claude's
💰 Token optimization — let the cheap AI search, let the expensive AI think
Also:
✅ Unlimited cloud storage, immune to malware/ransomware
✅ Voice mode to operate the knowledge base
✅ Same workspace = internal memory public portfolio
✅ Protocol > Tools — platform-agnostic, works anywhere
We call it: Kin Memory Protocol
Full methodology architecture diagrams honest pros & cons 👇
#AIagents #A2A #LLM #BuildInPublic #KinMemoryProtocol #MultiAI #NotionAI #ClaudeCode #AI2026