Public demonstration of Ralph Loop (iterative AI task execution) using a Grok thread as the execution log.

Follow along: https://x.com/grok/status/2010740955863785829

Run a Ralph Loop in a public Grok thread where:

• Thread = database + execution log
• PRD drives iteration
• Each step verifies before continuing
• Full chain-of-thought is auditable

Teaches how to:

1. Instruct LLMs for complex systems
2. Write LLM-executable PRDs
3. Maintain transparency in AI execution

• Compressed JSON specs for context efficiency
• Grok's thread awareness drives iteration
• Verification checkpoints prevent error compounding

1. Single-player — establish Ralph Loop mechanics
2. Multiplayer — scale to distributed execution

A Ralph Loop teaching Ralph Loops, executed live in public.