Q00/ouroboros: 'Stop Prompting. Start Specifying.' — Spec-Driven Development Framework for Multi-Agent Systems

GitHub·low signal

Ouroboros is a Python spec-driven development framework for AI agents that inverts the standard prompting workflow: write formal specifications first, then have agents implement and evaluate against them. At 1,327 stars in 61 days with topics including spec-driven-development and evaluation, it formalizes the 'write tests before implementation' pattern for agentic workflows. Low stars but signals growing developer push-back against free-form prompting in production agent systems.