Stanford CS146S Deep Dive (4): Secure Vibe Coding — AI Code Security Guide

Tue, 24 Feb 2026 08:30:00 +0800

This is Part 4 of the “Stanford Vibe Coding Course Deep Dive” series. See the series navigation at the end of this article.

Weeks 6 and 7 of CS146S are the most spine-chilling weeks of the entire course.

Week 6 covers security: when AI writes your code, who ensures it’s not vulnerable to attacks? Even scarier — what happens when the AI itself becomes the attack surface?

Week 7 covers review: how much can we actually trust AI-generated code?

Prompt Injection on Bruce on AI Engineering

Stanford CS146S Deep Dive (4): Secure Vibe Coding — AI Code Security Guide