Operations | Monitoring | ITSM | DevOps | Cloud

Cloud killed the overprovisioned server rack. Agents might do the same thing for engineering teams.

Your engineers don't suddenly become less valuable because they hit a token cap.

Most teams obsessing over token costs are measuring the wrong thing. The real savings from AI aren't in lines of code written faster. They're in the coordination overhead that disappears when fewer humans need to align before anything gets built. Chris Kelly, Head of Product at Augment Code, joins Rob to cover why prototypes have replaced specs, how agents enable dynamic team capacity the way cloud replaced over-provisioned servers, and what "good code" even means when your primary reader is an LLM. In this episode.

Did you know Chunk can analyze your entire codebase and open a PR with accurate, up-to-date documentation?

AI coding assistants help you ship features fast, but documentation almost never keeps up. In this Ship Smarter session, we'll show you how CircleCI's Chunk autonomous CI/CD agent automatically analyzes your codebase, identifies documentation gaps, and opens a pull request with improvements. No manual writing required. In this video.

Fast, pre-configured environments that bring validation and feedback into the inner loop in 60 seconds or less.