The
Last
30%

AI gets you 70% to production. The last 30% is debugging, security, databases, deployment, and architecture. That's the part AI can't fake.

A course series by Railly Hugo

"You shipped with v0 in 3 weeks."

WEEK 2

Performance issues.

Your queries take 30 seconds.

WEEK 4

Security breach.

Hardcoded API keys found.

MONTH 2

You can't debug without Claude.

The code is AI generated, but you don't understand it.

MONTH 3

The wall.

Rewrite or maintain the unmaintainable.

This shouldn't happen.

If you can't debug it without the AI, you don't own it.

Five minutes to demo.
Three months to production.

100 vibe-coded projects will never equal
1 deeply coded, hands-on project.

How it works

01

11 mini-courses

Each one solves one real wall vibe coders hit.

02

Hands-on

Clone broken AI-generated code. Fix it. Tests pass.

03

Weekend-sized

2-4 hours each. Self-paced. No cohort BS.

04

Course #1 free

For early birds on the waitlist.

Case Files

The curriculum

01

Debugging AI-Generated Code

Case Open
02

Git & Collaboration

03

How the Web Works

04

Database Fundamentals

05

Security for Builders

06

System Design Basics

07

Testing & Quality

08

Deployment & Infrastructure

09

Performance & Optimization

10

AI Tools Mastery

11

Algorithms & Data Structures

Case #001 - Free for early birds

Debugging
AI-Generated
Code

14 lessons. 2.5 hours. Clone broken code, fix it, run the tests. The way it should be.