AI accelerates generation. Not delivery.
AI generates code in seconds. Technical debt accumulates in silence.
Learn to supervise AI, not suffer through it.
An adventure 100% within Claude Code
Anyone can ship a feature quickly. The real challenge? Maintaining that velocity sprint after sprint.
Sprint 1: fast. Sprint 3: friction. Sprint 5: total gridlock.
AI generates code fast. But without solid principles, it also generates technical debt.
Consistent velocity. Maintainable code. Confidence at every deployment.
The real problem
Field studies reveal what nobody's saying: AI accelerates generation, not delivery. And the gap costs you.
gap between perceived and actual speed
duplicated code since AI adoption
of projects die at 90% completion
of AI-generated apps lack basic protections
"Confidence drift describes the subtle shift that occurs when creation stops feeling predictable. The developer begins to hesitate before making small tweaks, remembering the last time a 'minor' change caused a catastrophic break."
- The Vibe Coding Paradox, 2025
AI won't take your job. But a developer who masters AI will take the job of one who doesn't.
AI generates code in seconds. But without expert supervision, that code becomes invisible technical debt that explodes in the next sprint.
Software engineering principles have existed for 30 years. They're more important than ever for making AI your best tool.
Same tool. The difference is you.
You generate code, cross your fingers, fix it later.
"AI gave me 500 lines, I don't really know what it does"
"I asked for a feature, it hallucinated half of it"
"Works on my machine... merge and pray"
"I spend more time debugging than coding"
"Sprint 1 was fast, sprint 5 we're already struggling"
You guide AI with solid principles, validate at every step.
"I break tasks into small steps, AI follows without hallucinating"
"I validate every output: testable, decoupled, readable"
"Tests pass, I merge with confidence"
"A bug? Logs + traces, I find it in 30 seconds"
"Sprint 10, same velocity as sprint 1"
The solution
A journey from generated code to AI-augmented software engineering. You learn the fundamentals, then configure your AI to enforce them.
A narrative adventure where every decision matters. Face real situations, learn from mistakes, build lasting instincts.
Walk away with agents, skills, and plugins ready to use. Your AI applies the principles you learned, automatically.
Software engineering fundamentals for the AI era. Each skill targets a documented problem.
AI generates. You validate.
The "Loop of Doom": prompt - bug - fix - new bug. A test breaks this cycle.
x15 duplicated code since AI.
211 million lines analyzed: duplication is exploding. Shotgun surgery guaranteed.
90% done. 100% stuck.
Projects die at 90%. AI excels at trivial CRUD, collapses on real business logic.
You think you're fast but you're almost 20% slower.
According to METR 2025, you feel 20% faster with AI, but you're actually 20% slower.
AI doesn't know your business rules.
You know the subtleties of your business rules. AI shouldn't be able to break them with a single hallucination.
Debugging code you didn't write.
The "Quiet Shame": you don't know where to start. Logs + traces = your only survival tool.
62% without rate limiting. 100% vulnerable.
SQL injection, XSS, slopsquatting. AI copies bad patterns from the web without filtering.
AI generates fast, but you don't always know if it's "good" or just "it works".
Tired of video tutorials and theoretical courses. You want to learn by doing.
You know AI is changing the profession. You want to be the one who masters the tool, not the one who gets replaced.
Coupling, testability, observability... These words sound familiar but you're not sure you've mastered them.
Coming soon
No videos. No external platform. You learn directly in your work environment.
Ship faster, with code that lasts.
Agents, skills, and plugins so it automatically enforces these principles.
A narrative adventure inside Claude Code. You face real vibe coding situations and learn to avoid the traps before they cost you.
Coding by feel with AI, without structure or validation. It works... until it breaks.
You already code with AI but something feels off. Too much time debugging, code going in all directions. That's exactly what this is for.
Because that's where you work. And because you walk away with agents and skills configured to make your AI respect the principles you learned.
Get notified at launch and start the adventure from day one.
No spam. Just a notification when it's ready.