Simple Multi-Agent Architecture Running Across Our Entire Org. Keeping everything in Loop.

Currently, we're running agents at org scale. There were multiple problems we faced, like the credential problem, the state problem, and the execution trace problem, during our initial days but we overcame it & here's our simplified architecture. Our setup runs three agent classes against a shared context layer. Observer agents sit at the edge pulling in external signals and writing structured events. Task agents pick up work from that stream, execute bounded actions, and write results back.