AI coding agents force platform teams to serve disposable environments at speed
GitHub Copilot and similar AI agents are now generating millions of pull requests, each needing a fresh dev/test environment that lives only minutes. Traditional platform engineering—provisioning full stacks per request—can’t scale; the cost and latency explode. Teams must shift to an AI‑native model that serves environments on demand, like traffic, at agent speed.