AI agents aren't coming. They're already shipping.

The conversation has shifted from "should we experiment with AI?" to "how do we manage what we've already deployed?"

Companies are restructuring teams — not because AI is a threat in the abstract, but because it's actively handling work that used to take people. Coordination layers. Repetitive pipelines. First-draft everything.

For product and engineering teams, this creates a real question: what does your stack actually look like when agents are part of the team?

The builders who are winning right now aren't just using AI tools. They're redesigning their workflows around them — async-first processes, smaller tighter teams, and clear handoff points between humans and automated systems.

The hard part isn't the technology. It's the architecture of how your team and your software work together.

What does that look like in your product right now?