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Agent Engineering · Unit 5 of 6
Activation
Reflection
Concept
Practice
⚡ Activation
💭 in your head · nothing to type

The goal of this unit is to pull everything you did in module 08 into one specification document for your first AI project.

Don't picture this as "a form to fill out" — picture it as a general staging a campaign on the map. He doesn't charge into battle himself — he positions the units, sets the objectives, draws the supply lines. The fighting comes later. First — the plan on paper.

Run the task from unit 1 through your head. Picture yourself as that general: your agents, tools, and triggers are units on the map. Where are they positioned? Which flank is exposed?

Guess before the explanation

Getting it wrong is fine: it is part of learning. Guessing first helps the answer stick later, and the answer itself comes after the explanation.

You are filling out the spec and don't know what the cost ceiling will be. What does the unit advise?
Learn with AI

Copy your personal prompt and paste it into your agent's learn mode — it picks up your context and takes you forward.

Honestly: with AI it feels like you can do more than you can without it. After practice, check yourself without AI. (Bastani et al., PNAS 2025)

Explains the material using the course method.

ChatGPT →Claude →Gemini →Copilot →