Cohort-based course
面向真正工程师的 AI 编程
面向希望在真实生产式工作中使用 AI 编码工具的开发者的两周训练营:涵盖上下文收集、规划、引导、反馈循环、AFK 智能体和 human-in-the-loop 评审。
Be first in line for the next cohort
Enrollment closes between cohorts and seats go to the waitlist. Join and you get the dates the moment they are set, plus what you need for budget approval.
没有垃圾邮件,随时可以退订。
What you're signing up for
Fits a full-time job
Plan on 5 to 8 hours a week. Lessons and exercises are async: you schedule them, not us.
Timezone friendly
Office hours run in morning and evening slots, and every session is recorded with transcripts. Send questions ahead if you cannot make it live.
Go at your pace
Most people finish inside the cohort window. Plenty stretch it over 4 to 8 weeks instead. Both work.
Yours to keep
Lessons, exercises, the course repo, recordings, transcripts. All of it stays yours after the cohort ends.
Bringing your team?
Team seats, bulk discounts, invoicing and procurement: all handled. Start with a single seat if you need to convince your engineering director first.
From past cohorts
“This content is changing my career. It is undeniably maxing out my potential as a developer. The idea that I could plan and build something this big in a couple of hours blows my mind.”
“A genuine turning point for my career. I was a tactical developer, focused on the grind of writing the best lines possible. Now I let AI handle the tactical execution and focus on architecture and the big picture.”
“A working system for using Claude, beyond just tips for getting AI to write code. The planning and tracer bullet breakdown does not only improve code quality, it gives a really good framework for tackling feature tasks. I wish I knew it before AI could help.”
“Learning how to plan with AI instead of just vibe coding. It is like when CI/CD started to become a thing: you realise there is so much you can automate.”
“My previous experience was using AI to think about one thing over here, solve an issue over there. This more holistic approach feels much more sensible, secure and workable.”
“I came for the sandboxing with Ralph loops, and ended up really enjoying the whole flow: PRDs, to phases, to GitHub issues the loops could work on.”
Trusted by engineers from
Everything else Matt teaches
self-paced, start any day

AI 编码速成课
Matt is recording a self-paced AI coding course you can start any day, no cohort dates required. Join the waitlist and you hear the moment it ships.

AI SDK v6 速成课
Ship your first production agent with Vercel's AI SDK. 94 videos, 59 exercises, 10 modules.
LLM 基础
The mental model under everything else: tokens, context windows, evals.
Past cohorts

面向真正工程师的 Claude Code
Learn to use Claude Code for Production Grade Software Engineering

用 TypeScript 构建你的 AI 个人助手
Learn to build highly custom AI tools with TypeScript and AI SDK v5, in just 5 days… with off-the-shelf LLMs, and without pre-training

用 TypeScript 构建 DeepSearch
Gain the key skills for building LLM agents.
