AI Coding Workflow: When to Review Generated Code vs. Vibe Coding
bendee983 · x · 2026-08-10
Developers discussed the criteria for deciding whether to review AI-generated code. The core argument is that the need for code review depends on the project's goal and the cost of being wrong.
- Proof of Concept (PoC): The goal is rapid iteration and assumption validation. Using "vibe coding" and letting the AI agent operate autonomously is perfectly fine.
- Production: Security, maintainability, and scalability become critical. Developers are accountable for every line. While you don't have to review every single line manually, the mindset must shift to ensure the AI fully understands the goals, architecture, and constraints, with mandatory human review for sensitive operations.
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