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AI-Driven Development

A complete path through AI-driven development: the foundations (models, context windows, agents, harnesses, tool use, MCP), then the spec-driven workflow for greenfield and brownfield projects, the governance that keeps it safe, and how to orchestrate and verify AI at scale. Tool-agnostic, with Claude Code and Claude models as the running example.

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  1. 01
    What is AI-Driven Development?
    AI-Driven Development · beginner · 6 min
  2. 02
    Large Language Models, in Plain Terms
    AI-Driven Development · beginner · 6 min
  3. 03
    The Context Window
    AI-Driven Development · beginner · 6 min
  4. 04
    What is an Agent?
    AI-Driven Development · beginner · 6 min
  5. 05
    What is a Harness?
    AI-Driven Development · beginner · 6 min
  6. 06
    Tool Use & Function Calling
    AI-Driven Development · intermediate · 6 min
  7. 07
    What is MCP (Model Context Protocol)?
    AI-Driven Development · intermediate · 6 min
  8. 08
    Prompting & Context Engineering
    AI-Driven Development · intermediate · 6 min
  9. 09
    Spec-Driven Development
    AI-Driven Development · intermediate · 6 min
  10. 10
    The Greenfield Workflow
    AI-Driven Development · intermediate · 8 min
  11. 11
    The Brownfield Workflow
    AI-Driven Development · advanced · 9 min
  12. 12
    Gold Standards & ADRs
    AI-Driven Development · intermediate · 7 min
  13. 13
    Review Gates & Governance
    AI-Driven Development · intermediate · 7 min
  14. 14
    Subagents & Multi-Agent Orchestration
    AI-Driven Development · advanced · 7 min
  15. 15
    Verifying AI Output
    AI-Driven Development · intermediate · 7 min