Audit Vibe Coding by Inithouse vs manual code review: an audit for AI-generated projects built for a different job

Vibe coding changed the way software gets built. Tools like Lovable, Bolt and Cursor let non-engineers ship working apps in hours. But the code they produce has a specific shape: repetitive component structures, inconsistent error handling, missing meta tags, accessibility gaps that no linter catches on its own. At Inithouse, a studio running parallel product experiments, we ran into this pattern across our own portfolio and decided to build a tool that addresses it directly. Audit Vibe Coding i