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Geoff Stearns

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Skills Are Where Your Judgment Goes

The model already knows the generic job. A skill is where you add the judgment specific to your work.

Give Your Agents Jobs, Not Processes

When building AI agents, starting small by hardcoding today's process constrains a system that can reason about goals into a brittle script. Define the job, not the steps.

What Agents Can't Replace

AI agents will hollow out the interaction layer of software, but they can't replace the coordination layer: the shared state, rules, and accountability that let organizations operate without stepping on themselves.

Your AI Agent Is Building Shadow IT and Nobody Noticed

AI coding agents are collapsing the cost of building custom software toward zero. The result won't look like shadow IT. It will look like shadow development.