Tag

code-quality.

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AI-Generated Tests Are Catching Real Bugs at Production Scale

Meta's Catching JiTTests demonstrate how LLMs can generate executable tests that catch bugs before code lands, achieving 60% true positive rates and preventing 20% of privacy incidents.

The Code Quality Problem AI Agents Won't Tell You About

AI coding agents generate working code fast, but what about internal quality? A real experiment reveals subtle debt patterns that compound over time.

AI Coding Agents Are Fast, But They Write Like Junior Developers

I spent months testing AI agents on a real codebase. They shipped features quickly, but the code quality tells a different story about sustainable development.
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