54 Waves: What Happens When AI Agents Never Stop Working

Dev.to AI
Generative AI

We dispatched wave 1 at 6 AM. By midnight, we were on wave 54. Here's what we learned. What's a Wave? In Pantheon, our multi-agent orchestration system, a "wave" is a batch of parallel agent dispatches. Atlas (the orchestrator) identifies the current objective, breaks it into independent tasks, assigns each to a specialized agent, waits for completion, then dispatches the next wave based on results. Wave 1 might be: research + outline + asset gathering, all in parallel. Wave 2: write + design + code review, based on wave 1 outputs. And so on. Each wave takes 20-40 seconds. Multiply by 54.