6 AI Agents, 4 Different Models — How We Make the Entire Team Remember Everything
AI’s biggest weakness is amnesia. But worse than one AI forgetting everything is an entire AI team forgetting everything. We run 6 Agents across Claude, MiniMax, Gemini, and Dify — four platforms with completely different memory mechanisms. This article breaks down every Agent’s memory design, the shared memory layer, Dify knowledge bases, the auto-evolution system, and every pitfall we hit along the way.