Multi agent QA splits finding bugs from fixing them, because an agent that implements its own findings rationalises them. Here is the workflow we run.

AI agent write actions are the moment an assistant stops reading and starts doing. Here is the confirmation boundary we built so a model cannot send on its own.

The ChatFuse AI orchestration platform unifies 100+ models, 500+ tools, and shared memory in one place, so the best AI works as a team instead of in isolation.