Running a distributed team of autonomous AI agents sounds futuristic until you try to actually operate one. You have a developer agent pushing code, a researcher agent digging through papers, a trader agent making market decisions, a security auditor checking everything the others do. In theory, they work in parallel. In practice, you have no idea what any of them are doing at any given moment.
We needed a command centre. A single pane of glass where every agent's state, activity, and decisions were legible — not as raw logs, but as a readable narrative. Something an operator could glance at and instantly know: is everything healthy, is anything blocked, what's the system doing right now?
