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My Telegram bot spam fix was realizing moderation is an agent workflow, not 1 GPT prompt

This story is from 2026-09-24. It is preserved in the archive; the latest stories are on the live feed.

The first time my Telegram bot got real users, I made the obvious mistake. I thought moderation was a classification problem. Pick a strong model. Write a careful prompt. Maybe add a few examples. Send every message to GPT-5 or Claude Opus 4.6 and let the model decide whether it was spam. That work…

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  1. 2026-09-24 14:14 · DEV Community — AI
    My Telegram bot spam fix was realizing moderation is an agent workflow, not 1 GPT prompt

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