Topics

Browse blog posts by topic — R & Shiny, reproducibility, Python, machine learning, and more.

The blog covers scientific software engineering, statistical computing, and ML tooling. These topic pages group related posts so you can follow a thread.

R & Shiny

Shiny application engineering, package-first development, deployment with ShinyProxy, and R package management.

Reproducibility & DevOps

DevContainers, environment pinning, CI/CD, Docker, setup guides, and engineering standards for scientific software.

Python & AI

Python tooling, LLM-assisted development, machine learning workflows, and AI in scientific applications.