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Generate, then decide: using Cloudflare Clef as a decision layer

This story is from 2026-10-06. It is preserved in the archive; the latest stories are on the live feed.

Most LLM pipelines have one model do two jobs: write the answer, then judge whether it's good. Those are different problems. Writing is open-ended. Judging is a bounded choice: supported or not, safe or not, ship or not. Clef is Cloudflare's model for the second job. You don't prompt it for prose.…

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  1. 2026-10-06 00:29 · DEV Community — AI
    Generate, then decide: using Cloudflare Clef as a decision layer

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