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AISecOps (AI Security Operations) framework for deterministic verification of AI systems. QWED verifies LLM outputs using math, logic, and symbolic execution — creating an auditable trust boundary for agentic AI systems. Not generation. Verification.
This repository is your complete, internet-independent, production-grade guide to becoming an elite DevOps, DevSecOps, AI SecOps, or AIOps engineer. It contains the equivalent of 3+ years of real-world experience, from fundamentals to advanced specialization paths.