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"Using AI in Development" content#261

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adamblanchard wants to merge 23 commits intomainfrom
advanced-ai-module-content
Open

"Using AI in Development" content#261
adamblanchard wants to merge 23 commits intomainfrom
advanced-ai-module-content

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@adamblanchard
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@adamblanchard adamblanchard commented Feb 3, 2026

Since we previously agreed on an outline for the module, this PR actually fills out the content in further detail, specifically the exercises, prep and assignment.

What I need reviewing:
While I have added a lot of content here, it's all up for feedback. If you have better ideas for any of the prep, exercises, assignment etc. just share! The goal would be to get this into a good enough state to run the session with, and then act on feedback/learnings after running it for the first time.

Preview changes:
You can preview all of the changes easily here.

Remaining changes:
The exercise code should actually live in the hyf-assignment-repo, so trainees have it to hand during the session. But, i will leave them all in here for the review, and move them/update links afterwards.

@AThraen
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AThraen commented Feb 3, 2026

Just a bit of feedback from me here - use it if it seems relevant.
Curriculum looks good - but I am missing some parts:

  • What AI/LLMS should I use for what.
  • How does the context window work, what should I be concerned about there (context rot).
  • Whats the difference between the different kinds of ways developers experience AI (code completion, chat-prompt, agent mode, PR-agents on github, CLI).
  • How can you use CLI agents most effeciently (plan mode, subagents, etc).
  • What are AI agent skills and how do I use them?
  • What are MCP servers and which ones makes sense to use as a developer and so on.
  • Why does RAG matter
  • What is a Ralph Wiggum loop and how do I use it

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