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  1. · 3 min. læsning · English (US)

    How an AI agent can ask real people before it acts

    How an AI assistant can use 50heads to ask real people a short question, with the estimate first, a spend cap, a clear trigger for when to ask, and the guardrails that stop it asking too often.

  2. · 4 min. læsning · English (US)

    How to add a human feedback API to a product workflow

    How to call the 50heads API from your code: estimate, ask, wait, act. With a working example and production guidance on idempotency keys, waiting, failure paths and when a human check is worth making.

  3. · 3 min. læsning · English (US)

    Human feedback vs AI feedback: when a model is not your customer

    A plain way to decide when an AI model can give you the feedback you need and when you need real people, based on what your source of truth is: language quality, factual reasoning or human taste.

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