Module 12 of 12

Limits & Shipping Real Products

Lessons

About This Module

You now have the full toolkit: prompting, planning, building, debugging, reviewing, backends, deployment, and security. This final module is about using it with good judgment. Vibe coding is excellent for prototypes, personal tools, and early ideas, but it has real limits, and knowing where they are keeps you from shipping something that breaks.

It looks at what AI does well and where it still needs a person in charge, why a working demo is not yet a real product, and how professional builders combine AI speed with planning, version control, testing, and review. You will also get a view of where AI-assisted software development is heading.

Watch the lessons in order, then put everything into practice with the Projects.

Lessons

4 videos
01

The “vibe coding” mind virus explained…

A quick look at what vibe coding is, examples of projects that worked and ones that did not, and why version control matters.

02

How To Get The Most Out Of Vibe Coding | Startup School

Y Combinator’s practical playbook: choose your tools and make a plan, use version control, write tests, fix bugs, and refactor often.

03

Andrej Karpathy: Software Is Changing (Again)

The big picture of how programming in plain English is changing software, and what that means for the people who build it.

04

Andrej Karpathy: From Vibe Coding to Agentic Engineering

A talk on how vibe coding is growing into a more disciplined way of building software with AI agents.