Joanah Fermin
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Disciplined AI-Assisted Development

How to build software with an AI in a way a team can trust: how language models behave, then a repeatable process of exploring, documenting, specifying, building, reviewing and refining. Claude Code is the example tool.

  1. How Language Models Work
  2. Making AI Useful
  3. Getting Better AI Results by Being Specific
  4. Agentic AI: Giving the AI Hands
  5. Common Ways of Getting Better AI Results
  6. Overview of the Process
  7. Explore: Talk It Through Before You Build
  8. Document: Write It Down for Every Session
  9. Specify: Write the Feature Before You Build It
  10. Meet Your Coding Agent
  11. Build: One Feature, on Its Own Branch
  12. Test and AI Review: A Second Look at the Branch
  13. Human Review: A Person Reads It Before It Goes In
  14. Refine: Tick It Off, Write It Down, Move On
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