The Ultimate AI Engineering Course
The first AI engineering course built around how senior engineers actually think. Build systems that make AI reliable, repeatable, and impossible to break.
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Enter the new era of building software.
- 2022
The Solo Builder
Writing every line manually. Progress limited by typing speed, memorizing syntax, and manual debugging.
you- You
100% youYou write every line - 2024
The Prompt Writer
Copilots arrive. Output increases, but context is constantly lost. The developer is reduced to a copy-paste manager.
youailost- You
- AI copilot
- Context lost
~60% you, 40% AIYou babysit the context - 2026
The AI Architect
The dev directs multiple specialized AI agents. Architecture, reasoning & context management replace manual building.
youagents- You: direction
- AI agents
85% agentsYou direct the work
The pattern every dev hits.
The first hour always works. Then the project grows, one fix breaks another, and AI starts fighting itself.
The problem isn't your prompts. It's that AI has no architecture to anchor to.
The best developers aren't prompting better, they're building with a system.
The JSM Agentic Engineering Workflow
Scope the work first
Breaks a vague request into a concrete, ordered list of tasks, so every run has one clear job instead of a fuzzy goal.
- →one clear goal per run
- →the smallest task, first
DOCS/SCOPE · MILESTONES
The workflow is free. Take it today.
Nine skills you install in your own agent. No course required.
Is this course for you?
This is for you if…
Yes: You already know how to build.
Yes: You’ve hit the wall where AI output stops being reliable.
Yes: You’re tired of rebuilding sessions after the context drifts.
Yes: You want to ship production software, not just demos.
Yes: You think in systems, not in prompts.
Not for you if…
No: You’re brand new to programming.
No: You want a tool walkthrough or feature tutorial.
No: You just want to vibe code faster.
No: You need hand-holding on basic JavaScript or React.
Master the workflow that's replacing how software gets built.
Claude Code
your AI coding agent
JSM Skills
nine skills you install
Context Engineering
what to load & leave out
AGENTS.md
your project's memory
The prerequisites
You write code. That's it.
You don't need to be senior. You don't need a specific framework, language, or AI tool.
If you can build a small feature on your own and find your way around a terminal, you're ready.
The devs who win aren't the most senior. They're the most open.
The Curriculum
Every module and lesson you get on day one, start to finish.
- Welcome: What This Course Will (and Won't) Make You
- Prerequisites: Who is this course for?
- The Two Scenarios You’ll Build In
Trusted by the Top 1%
- I really love the way you teach. It feels energetic and engaging. You can say one line to teach a topic where others need five. My biggest regret is I couldn't get JSM Pro for lifetime when it was in beta. JSM Pro is a course every developer needs in this AI era.Hamza Aryan SapnilJSM Pro member
- I really love this approach to agentic coding. It boosts confidence of the developer, knowing exactly what to expect from tasks given to AI. Thanks Adrian.@theophilusaikaJSM community
- Recently joined JSM Pro, and got my first real dev job in just a few months. It gave me exactly what I needed to switch careers. Staying subscribed for the community!Arjun MehtaJSM Pro member
- I ran your six-file context system with a model that's not even Claude-level, and the results were genuinely surprising. It made the model perform closer to Sonnet. That's when your point clicked. It's not about the model, it's about the structure you give it.MostafaSketchUp extension developer
- Big thanks to you, Adrian! You taught me from zero to pro, and now I've built my dream app and got a job. Plus, I just finished creating an AI that understands me perfectly. Thank you for everything!LevisWeb developer
- Yesterday I was selected as a junior backend developer without having a degree. I just passed high school. I've learned so much of web development from you.ShahnoorJSM student
- I've learned production-level skills that I didn't gain from my work experience. We didn't do that in my previous company.AlvinJSM Pro member
- JSM makes the best real-world projects out there. I landed a good internship by showing one of the projects he made on his YouTube channel. Also, The Ultimate Next.js course is just unmatchable.Jai SrivastavaDeveloper
- My dev career started by being thrown in the deep end without any previous training, and I struggled for about 2 years just doing YouTube tutorials. After going through all of your courses at my own pace, I found my confidence and abilities scaling to new heights. I recently landed an awesome new job with the exact specs I was looking for.TyronDeveloper
The developers who built the companies you use every day weren't smarter than you.
They had the right system at the right time. This is that system.