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Meng Shao shares @poteto's four-layer framework for trusting agent work

1 article1 sourcesince Oct 16Last article 2h ago ·

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Meng Shao reposts and translates a framework from @poteto on how to trust output from AI agents.

The framework ranks four layers of trust, with improvements to the codebase at the top and human review at the bottom. It argues that encoding correct behavior in architecture, types, and invariants works better than relying on written rules or manual review.

Written by AI from the articles below · updated Oct 16, 9:26 PM ET

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Oct 16
  1. meng shaoXPick
    Meng Shao shares @poteto's four-layer framework for trusting agent work

    AIMeng Shao reposts and translates a framework from @poteto that ranks ways to trust AI agent output, with codebase improvements at the top and human review at the bottom. The framework argues that encoding correct behavior in architecture, types, and invariants works better than relying on prose rules and manual review.

    Image from @shao__meng's post

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