Learning Objectives

After completing this chapter, participants will be able to:

• Build skills incrementally from real project work.
• Capture engineering decisions as reusable knowledge.
• Use GitHub Issues as learning and refinement mechanisms.
• Decompose features into focused ISSUE-n.md files with user stories, functions, and skills.
• Create a repeatable workflow for evolving AI capabilities.
• Transform successful implementation patterns into organizational assets.
• Continuously improve skills through practical application.