After more than a decade building and leading quality engineering practices, I am now applying that same rigor to the design, evaluation, and deployment of agentic AI systems. I ship multi-agent orchestration frameworks, retrieval-augmented generation pipelines, and LLM-powered products that are not just technically impressive. They are reliable, observable, and deeply integrated into real workflows.