Cursor vs Grafana OnCall

Cursor has grown from an editor into a delivery platform: Projects coordinates fleets of cloud agents, Origin hosts repos and PRs with a 20+ app marketplace, Rollouts watches deploys per environment, and Security Review flags exploitable bugs on every PR. On October 16 cloud agents gained shareable interactive canvases, an Environments API entered beta for creating and managing agent environments programmatically, and environments now hold up to 300 repositories with large ones loading 5x faster.

Each release closes another gap in the write-review-deploy-monitor loop, and the October releases open that loop to outside code: the marketplace lets partner apps write into Origin, and the Environments API lets teams script the sandboxes agents run in. The 300-repo ceiling points at large monorepo and multi-service organizations as the target customer. Cursor is building the parts it considers core and exposing APIs for the rest.

Expect the Environments API to move toward GA and to be wired into Projects or Rollouts so environments are created per task or per deploy. Auto-remediation (revert or fix PRs) remains the visible open gap from the Rollouts launch.