Claude Code for Real Engineers – Learn to use Claude Code for Production Grade Software Engineering

Matt Pocock’s cohort on shipping production software with Claude Code. Plan/Execute/Clear, AGENTS.md, Ralph loop.

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What you'll learn in Claude Code for Real Engineers – Learn to use Claude Code for Production Grade Software Engineering

  • Run the Plan/Execute/Clear workflow to keep long Claude Code sessions coherent
  • Author AGENTS.md files that steer Claude Code inside any production codebase
  • Build and ship reusable custom skills that compound across projects
  • Design the Ralph Wiggum autonomous loop for AFK agent delegation
  • Write PRDs and multi-phase plans that agents can actually execute
  • Parallelize work across multiple Claude Code sessions without context collisions

Course Description

TL;DR: Claude Code for Real Engineers is Matt Pocock’s sold-out April 2026 cohort, now on-demand. Plan/Execute/Clear, AGENTS.md authoring, custom skill files, and the Ralph Wiggum loop. Built for engineers who ship code for a living.

Claude Code for Real Engineers by Matt Pocock course content on AI-assisted software engineering

Claude Code for Real Engineers: Ship Production Software, Not Toy Demos

Most Claude Code tutorials stop at “ask the model to write a function.” Fine for a weekend project. Useless the moment you touch a real codebase with tests, reviewers, and a branch that pages someone at 3am when it breaks.

Claude Code for Real Engineers is Matt’s answer. It’s the exact curriculum he ran live March 30 to April 13, 2026, now yours on-demand. No waitlist, no cohort window.

How It Compares to Other Claude Code Training

Feature This Course Anthropic Free Udemy $15 Coursera
AGENTS.md authoring in depth Yes Surface only No No
Ralph autonomous loop Yes No No No
Multi-phase planning Yes No Light Academic
Custom skill files Yes Mentioned No No
Production codebase focus Yes No No Partial
Lifetime access Yes Yes Yes Subscription

The free and cheap options cover the first afternoon. After that you hit the wall every engineer hits, where Claude Code forgets what it was doing, overwrites your work, or hallucinates an API that doesn’t exist. This course is the one that teaches you past it.

Verified Deliverables

Course: Claude Code for Real Engineers by Matt Pocock
Version: 2026 cohort release, recorded March 30 to April 13
Content: video lessons, worksheets, reference skill files
Format: MP4, PDF, Markdown
Access: Instant digital download, yours to keep

What Real Students Got Out of It

One fintech engineer ran Plan/Execute/Clear on a payments reconciliation service scoped at three weeks and shipped it in six days. A DevOps lead dropped a single AGENTS.md file from module two into his CI pipeline and saw failed PR checks drop about 40% the next month. An indie TypeScript dev ran a Ralph loop over a weekend and came back to 127 closed tickets. These are the kind of results people post in Matt’s Discord after week two.

Complete Course Breakdown

Week one is foundations. How LLMs actually consume context, why Claude Code forgets things mid-task, and the Plan/Execute/Clear rhythm that keeps long sessions coherent instead of collapsing into hallucinations. Then you write your first AGENTS.md and a reusable custom skill.

Week two is where it gets serious. PRD authoring for AI readers, multi-phase planning, feedback loop design, and the Ralph Wiggum autonomous loop, which pairs well with Rob Lennon’s AI Agents course. You’ll also practice parallelizing across multiple Claude Code sessions without the context collisions that usually kill that idea.

Who This Is For

Working engineers. If you ship code for a paycheck and you’re tired of Claude Code feeling like a party trick, Claude Code for Real Engineers is worth your time. TypeScript shops get the fastest wins, and the Robin Ebers AI Coding Blueprint is a good companion if you’re solo or founder-shaped. The patterns port cleanly to Python, Go, and Rust teams too. Skip it if you’re brand new to programming. Pocock assumes you’ve already broken a test suite in anger.

About Matt Pocock

Matt built Total TypeScript, which is what senior TS engineers point juniors at when they ask how to actually get good. He also leads the Build DeepSearch course on AIhero. He founded AI Hero to teach AI-assisted engineering, keeps a public skills repo on GitHub, and posts live Claude Code sessions to 100,000-plus followers on X. Claude Code for Real Engineers references the official Anthropic Claude Code documentation throughout the course, and he’s one of the rare educators teaching AI tooling who still ships production TypeScript every week.

Common Questions Answered

How is this different from Anthropic’s free Claude Code in Action?
Anthropic’s course teaches what the tool does. Pocock teaches how to run it on a real codebase without it eating your week. The Ralph loop, AGENTS.md patterns, and multi-phase PRD authoring aren’t in the free course.

I already use Cursor. Is Claude Code different enough to switch?
Different tool, different mental model. Cursor is an editor. Claude Code is an agent runner. The two coexist. This course teaches the agent side, which Cursor doesn’t cover.

Can I use the skill files on my team’s shared repo?
Yes. The AGENTS.md and skill patterns are the whole point, they’re designed to be checked into your repo and shared across the team.

Do I need Claude Max or is Pro enough?
Pro at $20/month covers every lesson.

Does this work for Python, Go, or Rust?
Yes. Examples lean TypeScript, but Plan/Execute/Clear and AGENTS.md are language agnostic.

Will it go stale as Claude Code updates?
The UI shifts, the thinking doesn’t. Pocock teaches principles, not menu paths.

Start Claude Code for Real Engineers Today

The live cohort closed April 13. This is the only way to get the material without waiting for a 2027 rerun. Grab Claude Code for Real Engineers and run your first Plan/Execute/Clear session tonight.

$24.00 $29.00