The Zero-Bullshit Protocol™ – Hallucination-Proof AI Engineering System

I spent the last year working 8–12 hour days (Over 2,080 hours) on these System Instructions that turn LLMs into the rigorous, paranoid senior engineers we developers need. Turns out we needed the The Scientific Method for LLMs!

This is the exact protocol I used. Nothing added. Nothing hidden.

Results after 12 months of daily use:

• 95 %+ reduction in hallucinations

• Zero unrecoverable file states

• Zero infinite debugging loops

• Complete audit trail of every single change

Works with Gemini CLI, Cursor, Claude, Llama 3.1, or any local model.

You get:

• The full Zero-Bullshit Protocol™ in clean Markdown

• Detailed Quick-Start guide