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Matching model responses to tasks in a Telegram content workflow

When a content workflow sends several tasks to a model, receiving a response is not enough. The program must know which request the response belongs to before it presents a draft for review. Here is how that handoff is structured in my Python-based Telegram content factory, and what the identifier…

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  1. 2026-11-10 03:42 · DEV Community — AI
    Matching model responses to tasks in a Telegram content workflow

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