A practitioner's notebook on building with AI. I cover agentic AI architectures, AI-native development patterns, and lessons learned applying these techniques in high-stakes software domains. If you're building real production-grade systems with LLMs and agents, not just prototyping, this is for you
I have been building software for more than 20 years. Most of that time I was at Kitware, working in open-source medical imaging alongside communities like the Insight Toolkit (ITK) and 3D Slicer, and
How much of your control flow you hand to inference time, and what it costs you.
From pattern to prototype: building the Phase 01 research orchestrator A follow-up to Agentic AI is coming to the SaMD lifecycle. In the first post I sketched six phases of the Software-as-a-Medical-D
A phase-by-phase technical analysis of agent patterns, guardrail architectures, and human-in-the-loop gates across the IEC 62304 lifecycle.
