I cover AI governance, DevOps, software supply‑chain security, and ML transparency frameworks. My work includes analysis of TMBOM, OpenVEX, SLSA, EU AI Act compliance, and real-world AI artifact risk. I publish technical reports and interview experts on emerging DevOps and model safety practices.






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