You write code daily. You've tried Copilot, maybe Cursor. But you're still doing most of the work yourself — while others ship 3x faster with the same tools.

This isn't another "intro to AI tools" course. In 3 hours, you'll go from "I've tried AI coding" to "I shipped a full feature without writing a single line."

Theory that matters (45 min) — How LLMs actually work — tokenization, embeddings, inference — so you understand why your prompts fail and how to fix them. Built on Karpathy's foundations, compressed to what's actionable.

The AI-first workflow — Watch a real feature go from Linear ticket to merged PR. Subagents, plan mode, parallel terminals, code review — zero lines written by hand.

Claude Code mastery — Plan mode, subagents, plugins, custom commands, CLAUDE.md, context engineering. The full toolkit most devs don't know exists.

Live debugging & deployment — Not a polished demo. Real bugs, real errors, real fixes. How an AI-first developer actually works when things break.

Developers and tech leads who code daily and are tired of being the bottleneck. You know how to code — this teaches you how to stop doing it manually.

Not for you if you want a beginner programming course or ChatGPT prompt tips.

The mental models, workflows, and confidence to ship through agents. You won't master it in one sitting — but you'll know exactly how to work, debug, and iterate.

The ramp-up that turns "I've tried AI coding" into "how do you ship so fast?"