Design the Review Handoff Before You Design the Prompt

“Please review” can mean anything from “check the spelling” to “find the assumption that will leave twelve volunteers standing outside a locked building”. If we expect someone to approve AI-assisted work, we need to tell them what requires a decision and give them enough information to make it. That starts before the prompt. Who will […]

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Turn an AI Friction Log into Reusable Procedures

In Give Your AI Agent a Friction Log, I described recording unexpected failures and what actually resolved them. I’ve since added maintained procedures, helper scripts, and focused skills to that workflow. The next question is whether another task finds and uses them. A growing collection of instructions can also become a growing collection of instructions […]

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Who Pays for AI Progress

A data center can be a good investment for its owner and a bad deal for the people paying for the power lines. Before calling it progress, ask whether those are the same people, what each group gets, and who pays if the expected customers never arrive. A company forecasts demand.A utility plans construction.A community […]

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Where Should the AI Agent Stop?

I’m developing a job-search application, and one of the useful questions has been where to stop helping. Helping someone describe their experience is useful but sending that description to an employer commits them to what it says. For this application, I want the person whose name is on the résumé to have the last word […]

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