AI Agent Guidelines for CS336 at Stanford

Stanford’s AI Agent Guidelines Show How LLMs Are Reshaping CS Education Stanford’s CS336 course has just released a set of strict rules for using AI tools like Claude in assignments—and the reaction on Hacker News sugges
The Skills Gap Is a Canyon: Why Companies Can’t Find Developers Who Can Actually Build

Boot camps and tutorials produce syntax knowledge but not builders. Every hiring manager in tech has the same story: hundreds of applications, dozens of candidates who can recite array methods, and almost nobody who can architect a solution to a real problem without hand-holding.
