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Moderation Classification in Node.js: Exact JSON Labels Beat Freeform LLM Tagging

This story is from 2026-09-21. It is preserved in the archive; the latest stories are on the live feed.

TL;DR: For ecommerce moderation reports, I would choose rule-gated multi-label classification over freeform generation. Put the allowed labels in every request, require a tiny JSON object, and reject anything outside the taxonomy before it reaches a reviewer queue. The extra validation adds work to…

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  1. 2026-09-21 15:09 · DEV Community — AI
    Moderation Classification in Node.js: Exact JSON Labels Beat Freeform LLM Tagging

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