Shopify
Post LinkedIn lead magnet · Shopify
Karpathy just open-sourced a system that improves your business while you sleep. It's called Auto Research. 42,000+ stars on GitHub. Here's how it works: An AI agent makes one change. Tests it. Checks if the score went up. Keeps the win, throws away the loss, repeats all night. No human needed. Shopify's CEO ran this on a 20-year-old codebase. 120 experiments over two days. 53% faster. 61% fewer memory allocations. This works on way more than code. Cold emails. Landing pages. Ad copy. Prompts. Anything with a number to track and something to change. Your competitor runs 30 tests a year. You run 30 a day. Who wins by December? I broke the whole thing down in a new video — the repo, the loop, real use cases, and a live demo where a prompt went from 53% to 93% accuracy in 12 experiments for 40 cents. Comment "LOOP" and I'll send you the video plus the repo so you can try it yourself. (Make sure we're connected so I can DM you)
Mécanisme lead magnet
Comment "LOOP" and I'll send you the video plus the repo so you can try it yourself.