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Your LLM writes APIs that don't exist. Ruff can't tell. This can.

This story is from 2026-10-23. It is preserved in the archive; the latest stories are on the live feed.

Your LLM writes APIs that don't exist. Ruff can't tell. This can. Measured studies put deprecated-API usage in LLM-generated code at 25–38% across 7 models. That's not a typo problem — it's a verification problem. Your linter checks your code against a fixed list of rules. It cannot answer the two…

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  1. 2026-10-23 07:52 · DEV Community — AI
    Your LLM writes APIs that don't exist. Ruff can't tell. This can.

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