AI Best Practices

Production-grade patterns for shipping AI-generated code safely. Quality gates, review workflows, and reliability engineering for AI-assisted teams.

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AI-Generated UI Components Fail WCAG 2.2: The Review Checklist That Catches It

AI tools generate UI components that look right and fail WCAG 2.2 at scale, for the same reason they skip security. Here is the fast review checklist that catches it before merge.

Michael Graham· Jun 10, 2026