---
title: "Claude Code + Karpathy's Autoresearch = GOD MODE!"
source_url: https://youtu.be/vjJwgXsMfjM
captured_at: 2026-03-19
author: "AI Andy"
contributor: "ชิดชนก"
platform: youtube
---
# Claude Code + Karpathy's Autoresearch = GOD MODE!

youtube video by **AI Andy**, 11m16s, uploaded 2026-03-18. URL: https://youtu.be/vjJwgXsMfjM
Tags: chatgpt, gpt4, openai, google bard, microsoft, bing ai, midjourney, palm-e, ai, artificial intelligence, auto-gpt, ai news, sam altman, Huggingface, machine learning, meetkevin, google ai, meta ai, ai art, microsoft ai, chatgpt plugins, ai andy

## Shared in LINE Note+
- 2026-03-19 14:33 by ชิดชนก

## Description
🤙 Download All Free Resources! 

This is the full breakdown of how to build and automate your personal brand using AI — from idea sourcing to publishing across every major platform.

Here's what I cover:
Pulling real Instagram and Facebook view data from 200+ shorts to find what actually separates a 100K-view video from a 56-view flop
Understanding Andrej Karpathy's autoresearch framework and how to apply it to a content pipeline instead of machine learning
Building binary eval criteria from real performance data — not guesses, not vibes, actual patterns from your own posts
Discovering that framing determines performance, not topic — and exactly which framing patterns kill views every time
Wiring a 24-hour self-improvement loop that pulls overnight view counts, scores your scripts, and rewrites your prompts automatically
Duplicating your content pipeline so the autoresearch agent can experiment freely without touching your live production system

If you're a creator or operator publishing content every day with no feedback loop, this video shows you exactly how to turn your performance data into a system that improves itself overnight. I break down the full architecture, the 10 bin