Writing

Notes on reproducible research software, measurable AI wins, and building deterministic systems with AI in the engineering loop.

• September 2026

  Clinical Trial Competitive Intelligence

  A practical architecture for custom trial searches, source ingestion, analyst review, current reports, and immediate alerts.

• September 2026

  From CDD API to a Living Machine Learning Loop

  A practical architecture for structured compound data, current reports, AI-assisted analysis, and applications built on exported data.

• September 2026

  Reproducible Research Software

  How to make analysis scripts, notebooks, and research workflows easier for another scientist to rerun and check.

• September 2026

  Corporate AI Wins That Survive the Demo

  A practical look at repeatable AI opportunities, useful measures, and the parts of the work software must own.

• June 2025

  Prompt to Production

  Turn a useful prompt into code, tests, interfaces, and operations.

• June 2025

  The Agent Boundary

  Where agents help, where they fail, and when to replace them with software.

• June 2025

  Deterministic by Design

  Architecture patterns for AI-assisted systems with hard boundaries.

• June 2025

  Workflow Teardowns

  What belongs in databases, code, AI, and human review.

• June 2025

  Own the Worker

  Turn repetitive work into client-owned software.

• June 2025

  AI Engineering Controls

  Versioning, evaluation, approvals, logs, retries, and security gates.