Vibe Coding Safely: Reviews, Tests, and Guardrails for Teams
How to keep the speed of vibe coding without shipping unreviewed AI code: acceptance criteria, human review, tests, security checks, and bounded execution environments.
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RESEARCH TOPIC
3 research articles and engineering guides tagged “AI development platform”. Each opens with a concise answer and links to primary evidence.
How to keep the speed of vibe coding without shipping unreviewed AI code: acceptance criteria, human review, tests, security checks, and bounded execution environments.
Read researchVibe 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.
Read researchPlan a private AI development platform with a clear checklist for infrastructure, models, source control, security boundaries, operations, and rollout.
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