The platform team toolkit: Governance that accelerates teams

Control and velocity are not opposites, but most platforms are built as if they are. AI has made that tension critical: CircleCI analyzed 28 million workflows and found throughput up 59% year over year, but commits to production down 7%. Code is entering faster than it can be validated.

In this demo, presenters will walk through a live scenario: 100 AI-generated PRs have just landed. Platform teams respond in real time with self-service provisioning via IDP, policy-as-code guardrails that enforce without blocking, and the CircleCI Platform Team Toolkit to keep it all from becoming a Friday nightmare. No slides. Just working pipelines.