Scarab

A developer building the Scarab diagnostic suite found that AI coding agents like Codex drift into unwanted fixes when given too much uncertainty. By tightening the diagnostic workflow to handle more …

A developer building a real frontend/backend system with AI assistance discovered that AI agents gradually lose coherence as systems grow complex, causing silent misalignments between code layers. Thi…

A developer built the Scarab Diagnostic Suite to address trust issues in AI-assisted code, testing it against a public GitHub repo seeking help with a broken AI-generated web app. The repair pass reve…