~/devstate

Code, science, and what holds up when the tools think back.

stack Rust, Python, TypeScript, Terraform

focus ML, Data Infrastructure, DevTools, DX

sections

Build Log

Projects from problem to shipped code. Architecture decisions, what broke, what actually worked. Technical — not tutorials.

Thinking Out Loud

Engineering opinions with reasoning attached. Tool choices, workflow philosophy, when to build vs. when to use what exists. The arguments behind the commits.

Science & Systems

Computation meets the physical world. Patterns that cross domains — algorithms from physics, data structures that mirror biological systems, math underneath engineering.

Field Notes

Short. A bug → a wrong assumption exposed. A flag that changed a workflow. A paper that reframed a problem. Dispatches before the insight gets cleaned up.

recent

Build Log

I Built a GitHub Actions Dashboard Because I Refused to Open a Browser

A terminal-first side project, a real excuse to learn Rust, and a small case for building tools that fit the way you actually work.

2026-03-20

7 min
Build Log

Snippets

This is a collection of internal snippets that we collect with our experiences, but we hope some of our post will help you in some way.

2026-03-20

1 min