How three automated writers confused our content-publish gate with one shared label
This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.
scripts/polish.py picks summaries from a deterministic pool of template sentences, seeded by the md5 hash of each model slug. It makes no LLM call. The label it stamps on every row it writes is now "polish-py-template" . Until September 2026, it stamped "claude-routine-polish" . So did scripts/huma…
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- 2026-09-14 11:06 · DEV Community — AI
How three automated writers confused our content-publish gate with one shared label
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