How to Make Vibe Coding Deterministic
A structured agentic workflow for shipping AI-generated code you can actually trust AI can write code fast. That part is no longer surprising. What still surprises people is how often that speed collapses under real engineering pressure. A feature gets generated in minutes, then burns hours in review, debugging, rework, and architectural cleanup. The code looks productive on the surface, but the process underneath is unstable. That is the core problem with most so-called vibe coding. The issue is not…