Beyond 10 years in DevSecOps, cloud architecture and FinOps, I’m now focused on one question: How do we turn AI demos into reliable, secure and production-grade systems? I write about AI systems engineering, RAG architectures, agent security, LLM infrastructure, observability, evaluation pipelines and AI FinOps — through the lens of real-world engineering constraints: scale, cost, governance, reliability and operations. Because building with AI is easy. Operating it safely in production is the hard part.