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.
14 standards control whether AI agents can find, read, and interact with your site. Most sites only pass a handful. 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.
YC says agents are choosing their own tools and writing their own code. Nobody's talking about who reviews the output. Here's why that matters and what to do about it.
How to make coding agents check their own work. A guide to adding prodlint to AGENTS.md so Cursor, Copilot, Codex, and Claude Code run production readiness checks automatically.