Drift
Supabase Is a Vibe Coding Trap
The reason AI recommends Supabase is not technical superiority — it's because tutorials dominate the training data. Once business logic enters a black box, agents can't track it. Getting in takes 30 seconds. Getting out takes 3 months.
Class 2. How to Distrust AI — Limits and Causes of Vibe Coding
Drift where AI silently alters existing features while adding new ones, 58% sycophancy bias, the math where 97% multiplied 5 times becomes 86%. Why it crumbles at 5 features.
Hurl Stops Vibe Coding Drift
Vibe coding collapses under logic drift within 3 months. CMU, METR, DORA, and Amazon cases prove it. Declare API contracts in plain text with Hurl and lock them with a ratchet -- you suppress drift structurally without limiting AI's freedom.