artificial

Project Shadows: Turns out "just add memory" doesn’t fix your agent

Been building a multi-agent system called Shadows for a few months. Nine agents collaborating on strategy work with a shared memory layer. I spent most of my time on retrieval because that's what every benchmark measures. Mem0, MemPalace, Gra…