AI-generated software is scaling faster than its quality controls

A study of 15 AI-generated websites found 306 accessibility issues, with recurring failures in forms and navigation, and code review missed nearly half. Blacksmith’s reported $66 million raise at a $1 billion valuation, alongside company-reported growth from 5 million to over 90 million weekly CI jobs, signals rising demand for validation capacity—not proof of better quality; GitHub’s Agentic Autofix loop still lacks established overall safety outcomes.