After running nine agents that looped APIs overnight, a team argued for an agent control plane—checkpoint only when something consequential is about to execute, not a giant dashboard.
Amplitude runs 1,000+ unprompted Cursor agent runs a week: Slack bugs become tickets and fixes, Bugbot merges 60–70% of low-risk PRs, and weekly production commits tripled with Cursor among top-3 committers.