Production readiness patterns, AI code quality research, and lessons from scanning real-world codebases.
Real examples of security and reliability issues found in AI-generated code. Each bug includes the bad pattern, the fix, and how prodlint catches it.
Most websites score under 20/100 on AI agent readiness. 14 standards control whether AI agents can find, read, and interact with your site. Here's what they are and how to implement them.
AI coding tools generate the same blind spots over and over. These are the five patterns prodlint flags most often, why they happen, and how to fix them.