Machine Learning Guide

Andrej Karpathy coined "vibe coding" in February 2025 - a year later, 41% of all code is AI-generated, agents run multi-hour tasks autonomously, and the developer role has shifted from writing code to orchestrating systems. Links Notes and resources at ocdevel.com/mlg/mla-22 Try a walking desk - stay healthy & sharp while you learn & code Generate a podcast - use my voice to listen to any AI generated content you want In February 2025, Andrej Karpathy posted a tweet describing how he'd stopped reading diffs, hit "Accept All" on every suggestion, and just copy-pasted error messages back into the chat. He called it "vibe coding" - fully giving in to the vibes and forgetting the code even exists. The post got 4.5 million views. By late 2025, Collins Dictionary named it Word of the Year. But this wasn't a sudden invention. It was the culmination of a four-year arc that started with GitHub Copilot's line-by-line autocomplete in 2021 and accelerated through GPT-4, 192K+ token context windows, reasonin