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Module 10 · part 4 · from answers to action · paid

When AI Should Do It, Not Say It

This module writes ai-kit/action-map.md, which 1 later module read. It is part of the paid course.

You can look at any piece of your work and say which of three shapes it should take: a conversation that ends in you understanding something, a fixed automation that does the same thing the same way every time, or a supervised agent that makes small judgments inside a boundary you drew. You pick the smallest shape that solves the problem rather than the most impressive one. And you can place the human gate where it cannot be walked past, on the steps that are irreversible, that spend money, or that go out under your name.

What it covers
01The Whole Module in One Picturelocked
02What You'll Be Able To Do
03What You Build
04The Moment Output Becomes Action
05Three Shapes
06The Stop Rule
07Read, Plan, Act, Check, Report
08Where the Gate Goes
and 9 more sections, plus the lab and 2 prompts.

Working With AI

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Twelve modules, thirteen files. From typing into a box to a working setup you own — no technical background assumed.

The Agentic Stack

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Build AI that acts. Sixteen modules, fourteen files, two tracks, and the rules written down before anything runs.

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Twenty-eight modules end to end, in the order they were meant to be read.

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When AI Should Do It, Not Say It · Working With AI · Praxismith