Master AI.
Ship faster.
Use AI like a senior engineer does. Not with clever prompts—with senior judgment.
Why does AI work for some people and feel random for you?
It's not the prompts. It's not the model. Seniors already know how to delegate—they've been doing it with junior devs for years. AI is just faster.
- ✗Throw vague requests and hope for the best
- ✗Hit regenerate until something works
- ✗Copy "magic prompts" from Twitter
- ✗Blame the AI when output is wrong
- ✓Break tasks into small, clear pieces
- ✓Give AI the right context upfront
- ✓Review output like they would any PR
- ✓Steer with small fixes instead of regenerating
12 chapters. 6 labs. Level up.
Each chapter closes the gap between you and senior-level AI usage. Dense, practical, no fluff.
Why AI Feels Useless
Reframe your mental model. AI isn't a cofounder—it's a junior dev. Learn why seniors get value while others spin their wheels.
Scoping Work for AI
Master the skill that actually matters—task decomposition. Turn feature ideas into AI-sized chunks that ship.
Context Control
Stop getting random outputs. Learn what to give AI, what to hide, and why dumping your whole repo is harmful.
Prompt Phases
Replace gambling with a repeatable loop. Discovery → Design → Implementation → Review. Every time.
Iteration Without Thrash
Small diffs, not regeneration. Know when to steer, when to restart, and when to just write the code yourself.
Reviewing AI Code
Cut review time by 70%. Know what AI gets right, what it gets dangerously wrong, and where to slow down.
Failure Modes
Hallucinations, over-engineering, performance traps. The senior move is knowing when to close the chat.
Testing with AI
Write better tests in less time. Test-first workflows, edge case discovery, and avoiding coverage theater.
Debugging Mastery
Turn hours into minutes. Systematic debug prompting, error analysis, and performance debugging with AI.
Refactoring & Legacy Code
Safely modernize any codebase. Code archaeology, safe refactoring patterns, and the strangler fig approach.
Building Your AI System
The setup that compounds. Cursor rules, prompt templates, MCP servers, and a personal knowledge base.
Practical Labs
6 hands-on scenarios. From vague requests to shipped features, production bugs to security reviews.
3 Primers
Getting Started, Tips & Best Practices, and Tools Setup. Hit the ground running.
Bonus Chapter
AI for Learning & Career Growth. Level up faster with AI-accelerated skill development.
Result: Ship with confidence
What developers are saying
"I was regenerating like a slot machine. Now I get what I want on the first try, most of the time. Shipped a feature in 2 hours that would've taken me a full day."
"The 'phases not prompts' framework alone was worth 10x the price. My PR review time dropped dramatically."
"Finally, something that treats developers like adults. Applied the context control chapter and immediately stopped getting hallucinated APIs."
"I was skeptical—thought I already knew how to use AI. The context control chapter completely changed my workflow. Now I spend 5 minutes setting up context and save hours of back-and-forth."
"The debugging chapter paid for itself on day one. Had a production bug that would've taken hours to trace—solved it in 15 minutes using the systematic debug prompting technique."
What you'll walk away with
Ship features 5-10x faster
What used to take a day now takes an hour. The frameworks compound with every project.
Get useful output on the first try
No more hitting regenerate and hoping. Know exactly how to structure requests.
Catch AI mistakes before they ship
Know the patterns AI gets wrong. Review code faster and with more confidence.
Build lasting mental models
Not just prompts that work today—frameworks that work with any AI tool, forever.
Toby
@TheTobyMillerI built all of these products with AI—while working full-time. The techniques in this course are exactly how I ship projects fast. No team, no investors, just AI-accelerated development done right.
Compare the alternatives
- • 8-12 weeks commitment
- • Fixed schedule
- • Generic curriculum
- • Often outdated by graduation
- ✓ Complete in an afternoon
- ✓ Learn at your pace
- ✓ Built by senior engineers
- ✓ Lifetime updates included
- • 6-12 months to figure out
- • Wasted hours daily
- • Bad habits compound
- • Real cost: $10,000+ in lost time
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Didn't read it all? Get a full refund if you haven't completed the course.
FAQ
Developers with real experience who want to stop fumbling with AI and start using it the way senior engineers do. If you can already code but AI feels like a random word generator, this is for you.
Expect 4-6 hours depending on your pace—some devs speed through, others take notes and pause to try things. The 12 chapters plus 6 hands-on labs are dense but practical. No fluff, no padding.
No. We explicitly teach that prompts aren't the point. This is about transferring the mental models and judgment that make seniors effective with AI—the thinking, not the typing.
Yes. The mental models and frameworks we teach are tool-agnostic. Whether you use ChatGPT, Claude, Cursor, Copilot, or whatever comes next—senior thinking transfers.
Yes. One payment, permanent access. Plus any updates we make to the content as AI tools evolve.
We offer a 7-day money-back guarantee if you didn't read it all. If you haven't completed the course and don't feel like you're getting value, email us and we'll refund you in full. We're confident in the content because we use these exact techniques daily.
This isn't "intro to ChatGPT." If you're already shipping features with AI, you'll still find value in the advanced chapters on debugging, refactoring legacy code, and building your personal AI system. The mental models compound—even small improvements in your workflow add up to hours saved weekly.
Ready to use AI like a senior engineer?
The mental models you'll learn pay for themselves on your first project.
Get Started for $79.99Instant access after purchase