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FREE Skool Community (Get free guidance from over 200 software engineers): https://www.skool.com/the-agentic-lab... This video will teach you how to actually learn agentic coding, and the skill required. Most developers jump into tools like Claude Code, Cursor, or Copilot without understanding the core skills required to actually be effective. They prompt randomly, get frustrated, and assume AI coding is overhyped. It's not. You just need the right framework. In this video, I break down the MACHINE framework - the 7 essential skills for mastering agentic coding and AI-assisted development: M - Mapping (Plan Mode) A - Agents C - Context Engineering H - Harness Engineering I - Intuition N - Natural Language (Prompt Engineering) E - Engineering After 2000+ hours and 20 million tokens with Claude Code, I've distilled everything that actually matters into this single framework. Whether you're just getting started with AI coding or you've been using it for months and still feel like something's missing - this is the roadmap.