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Your AI visibility is a prompt-composition problem
Before you can improve how AI assistants describe your company, you have to know what people ask them. Measuring that is composition work, not content work.
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Opus plans, Sonnet codes: how a one-person team ships like a department
A planning model writes the brief and reviews the diff. Coding models implement one task at a time. Research models look for the counter-example. That split is the whole trick.
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Gates that stay green while it is broken
Tests, lint and static analysis each have a blind spot. We keep a written catalogue of the failures that passed every gate, and the test that now catches each one.
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