What breaks when you try to scale beyond a single AI agent?

We’re launching in ~2 hours.

Been building this quietly, but wanted to share some context before it goes live.

Most AI infra today is still very centralized.

You call a model, get a response, and stitch things together.

That works — until you start thinking in terms of multiple agents.

We kept running into the same issue:
coordination becomes the bottleneck.

So we’ve been exploring a different direction:
a more distributed way for agents to operate.

Where agents can:
– act independently
– communicate with each other
– and scale without a single point of control

Still early, but it’s been a fun problem to work on.

Curious how others are approaching this.

Are you building with multiple agents yet?
How are you handling coordination?