Back to Knowledge Hub

The New Standard for Dev Teams: "Write Locally, Verify in CI, Publish Automatically"

Baseline workflow: frequent commits, CI gates, automated deploys, boring rollbacks. Agents fit into this contract.

Modern teams commit often, let CI verify tests/lint/security, and automate deploys with fast rollback. Agents propose changes; CI is the referee.

Commit → checks → deploy
  1. pre-commit hooks
  2. PR checks
  3. merge gate
  4. deploy
  5. observe/rollback

Enjoyed this article?

Explore more in-depth guides and comparisons in our Knowledge Hub.