Oiya Blog

The multi-agent knowledge problem: what nobody is checking for in agent drift

Most agent drift research watches single agents degrade over time. The bigger problem is multiple agents in the same company, running right now, giving confidently different answers. This essay lays out why the multi-agent knowledge problem matters, why current tools (RAG, per-agent memory, knowledge graphs) don't solve it, and what a shared knowledge layer for agents needs to look like.