A practical governance checklist for teams adopting AI coding agents: environment control, permission boundaries, cost per accepted task, and how to evaluate self-hosted deployment claims.
How to keep the speed of vibe coding without shipping unreviewed AI code: acceptance criteria, human review, tests, security checks, and bounded execution environments.
Vibe coding, coined by Andrej Karpathy in 2025, builds software from natural-language intent and AI generation—what it is, where it works, and its limits.
Plan a private AI development platform with a clear checklist for infrastructure, models, source control, security boundaries, operations, and rollout.