Skip to content

Phase 2: Builder's Toolkit

Goal: The learner moves from “I built one thing with help” to “I can build things independently and solve problems when they break.” This is where real competence forms.

  • Write effective prompts that produce correct results on first or second attempt
  • Manage context deliberately — what to show the AI, what to hide, when to compact
  • Navigate any codebase you didn’t write
  • Use Git branches and collaborate via GitHub
  • Debug issues using AI as a partner
  • Apply engineering principles to prevent problems before they happen
  • Read technical documentation without freezing
SectionTopic
2.1 — Prompt EngineeringFive advanced techniques for reliable AI output
2.2 — Context EngineeringShaping what the AI sees for better results
2.3 — Engineering PrinciplesSix thinking rules that prevent problems before they happen
2.4 — Project ArchitectureThree-layer mental model and structural vocabulary
2.5 — Git WorkflowBranches, pull requests, and collaboration
2.6 — DebuggingFive-step framework for diagnosing and fixing anything
2.7 — Reading DocumentationFive types of docs and how to use each
2.8 — Vocabulary19 terms to know cold before Phase 3

Previous phase: Phase 1 — First Build | Next phase: Phase 3 — Agent Architect