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Q00/ouroboros v0.38.2 at 4K Stars: Spec-Driven Agent OS With Mathematical Ambiguity Gates Prevents Premature Coding
Ouroboros is a Python agent OS at 4,036 stars implementing a structured workflow — interview, crystallize, execute, evaluate, evolve — where mathematical ambiguity scoring gates prevent agents from coding until specifications are sufficiently clear. With 9 reasoning agents, multi-runtime support (Claude, Codex, OpenCode, Hermes), and 85 releases including v0.38.2 on May 13, it takes the position that 'stop prompting, start specifying' is the future of agentic development.
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