Insights
Writing on R&D systems.
Practical notes on evaluation, uncertainty, agentic workflows, and building defensible AI in regulated environments.
R&D SystemsTools 7 min read
Diagrams that walk themselves: why I built DiaScope
Stakeholder alignment on technical decisions is hard. Slides are information dumps. Mermaid is ugly. D2 is great but static. So I built the missing piece — and then open sourced it.
11 Mar 2026 Read
Evaluation & UncertaintyR&D Systems 7 min read
Why evaluation discipline matters more than model choice in regulated R&D
Most regulated R&D teams focus on picking the right model. The more important question is whether you can actually tell if it's working. A practical framework for building evaluation-first AI systems.
21 Feb 2026 Read