Geek Labs

Jul 4, 2026 · Artificial Intelligence

Ouroboros: Ditch Prompt Engineering with a Specification‑First Agent OS

The article explains how Ouroboros replaces fragile prompt‑based AI coding with a specification‑first workflow that uses structured interviews, an ambiguity score, and a double‑diamond execution model to produce more reliable, reusable code across multiple AI tools.