A production-grade, multi-agent orchestration system built on a strict operational constraint: ```Test reality → Extract signal → Classify → Act```. This is not a chatbot. It is a decision-enforcement engine. It prevents building without signal, ensuring that actions (Scale, Reframe, Kill) are driven by verifiable reality rather than intuition.
python agents multi-agents researchagent syntaxility tariq-mehmood memoryagent micro-agentic-signal-loop-system analystagent actionagent
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Updated
Jul 8, 2026 - Python