---
title: Ralph Wiggum Technique for AI Coding
created_date: 2026-01-16
updated_date: 2026-01-16
aliases:
tags:
  - AI-Coding
---
# Ralph Wiggum Technique for AI Coding

## Overview
Organize agents into planners, workers and judges which allows many agents to work together.

Apparently, Chat-GPT 5.2 is much better than Claude Opus 4.5. The latter takes many shortcuts.
## Sources
[claude-code/plugins/ralph-wiggum at main · anthropics/claude-code · GitHub](https://github.com/anthropics/claude-code/tree/main/plugins/ralph-wiggum?utm_source=www.therundown.ai&utm_medium=newsletter&utm_campaign=murati-s-co-founders-return-to-openai&_bhlid=451be3cfdfe07e2ed4bb075c84441916ce9809f4)
["Ralph Wiggum" AI Agent will 10x Claude Code/Amp - YouTube](https://www.youtube.com/watch?v=RpvQH0r0ecM)
[Ship working code while you sleep with the Ralph Wiggum technique - YouTube](https://www.youtube.com/watch?v=_IK18goX4X8)