How engineers rescued a vibe-coded food-safety app serving KFC and Taco Bell kitchens

alex_verem · x · 2026-10-20

A kitchen-systems vendor serving KFC and Taco Bell let a product owner build the first version of a food-safety platform (timers, thaw/discard labels, protein forecasting, temp probes) with an AI coding tool. The demo looked fine but wouldn't hold up across hundreds of kitchens. The team's approach: keep him building with AI while adding real engineering guardrails — a rare production-grade vibe-coding cleanup walkthrough.

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