Notes on code, physics, and security.

I built a native Rust tool that turns git repositories into interactive 2.5D spatial maps — and hooks into Claude Code to light up files in real time as the agent navigates.

A snapshot of what's been occupying the late nights — physics simulations, LLM compression, telescope anomaly detection, a codebase visualizer, a crypto trading system, and a GPS football tracker.

I extracted the reusable parts of a Django job board into a SaaS boilerplate for European developers. Here's what that process actually looked like.

The journey from a college Python script to a publication-grade Monte Carlo engine achieving 0.01% accuracy on the 3D critical temperature.

Technical notes on detecting domain generation algorithms through DNS traffic analysis — expanding on published research at Akamai.

First post — what this blog is for and what to expect.