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Addy Osmani says agent-written code needs automated constraints, not human review

1 article1 sourcesince Oct 15Last article 6h ago ·

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Addy Osmani argues that code review does not scale to code written by AI agents, so quality checks should move into the harness and environment around the agent.

In an O'Reilly Radar piece, he describes quality gates that decide whether an agent's change can ship, including unit, property and acceptance tests, mutation testing and complexity metrics. He says human attention should be reserved for nuanced problems, with people brought in only when those automated constraints fail.

Written by AI from the articles below · updated Oct 15, 12:00 PM ET

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Oct 15
  1. O'Reilly RadarBlog
    Addy Osmani on why agent code needs constraints, not human review

    AIAddy Osmani argues that code review does not scale to agent-written code, so quality checks must move into the harness and environment around the agent. He describes quality gates such as unit, property and acceptance tests, mutation testing and complexity metrics that decide whether an agent's change can ship. He says human attention should be reserved for nuanced problems, with humans pulled in only when automated constraints break.

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