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Book AI R&D Triage
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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

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  • R&D Systems 2
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  • Agentic Workflows 1
  • Evaluation & Uncertainty 1
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