Topic

AI agents & automation

How AI agents fit into real workflows: what they should prepare, where a person decides, and how to keep them useful.

  1. 3 min read

    Brief an AI agent the way you would brief a new hire

    Agents that miss the mark are usually under-briefed. Use five short lines covering the job, the inputs, what done looks like, when to ask, and what never to do.

  2. 3 min read

    Price the AI mistake before you count the savings

    A faster process that makes errors can cost more than it saves. Here is a short calculation that shows whether an AI workflow is worth building.

  3. 3 min read

    Why AI pilots stall after they work

    The demo went well, then nothing shipped. The gap is rarely the model. It is the four jobs nobody owned once the pilot ended.

  4. 4 min read

    Where to put the human in an AI workflow

    Approving every AI draft sounds safe. In practice, reviewers stop reading. Here is how to design review points people can actually keep up with.

  5. 4 min read

    How to choose your first AI workflow

    Start with one recognizable piece of work, not a platform. A practical way to pick an AI workflow that is small enough to prove and useful enough to matter.

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