Real problems with AI-generated code and how coach coding solves them.
We analyzed 351 commits from a real AI-built app. 28% were fixes. Here are the 9 patterns that keep showing up and what a coach catches before they ship.
Gartner estimates $1.5T in AI-generated technical debt by 2027. Auditors in finance, healthcare, and legal are asking new questions. Be ready.
The METR study found developers were 19% slower with AI tools, despite believing they were 20% faster. A 40-point perception gap. Here is why.
79% of legal professionals use AI tools. 44% have no governance policy. The EU AI Act classifies legal AI as high-risk. Here is what that means.
73% of AI-generated apps processing user data lack PII handling. In healthcare, that is a HIPAA violation before your first user signs up.
AI-generated fintech code skips audit trails, hardcodes secrets, and mishandles encryption. Here is what that means under SOC 2, PCI-DSS, and SOX.
Two vibe-coded apps leaked 18,697 user records and 1.5M API keys. The root cause was the same: AI skips security by default.