LatestEngineeringJul 12, 2026Our AI debugger's confidence numbers were inverted. Here's the graph.We checked whether DebugAI's stated confidence actually predicted whether a fix worked. It didn't. High confidence and low confidence performed about as well as each other, in the wrong direction. Here's what we found and what we shipped because of it.7 min readRead →