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I Feared AI-Generated Code. Then I Let CodeQL and Semgrep Argue Over It for a Week

This story is from 2026-09-11. It is preserved in the archive; the latest stories are on the live feed.

Last month I merged a pull request where roughly 80 percent of the diff came out of an AI agent. The tests passed. The build was green. I approved it in about four minutes. That night I could not stop thinking about one line, a file path built by string concatenation from user input, and whether I…

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  1. 2026-09-11 16:05 · DEV Community — AI
    I Feared AI-Generated Code. Then I Let CodeQL and Semgrep Argue Over It for a Week

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