The Virtual Machinist's Almanac
Insights and reflections from a DevOps Engineer turned AI/ML Crypto Quant.
The Almanac collects long-form essays and operator's notes from the transition between two crafts: a decade of CNC machining as foundation, and the open-ended work of building Hedronite's AI-orchestrated quant infrastructure as the destination.
The writing covers what is being studied, what is being built, and what is being decided. Each piece is published when the thinking finishes, not on a schedule.
Technology & Engineering
Essays on machine learning, AI systems, software engineering practice, infrastructure design, and the discipline of running production systems built on agentic and ML primitives.
Markets & Finance
Reflections on cryptocurrency, blockchain protocol design, traditional markets, investing discipline, and the structural conditions that shape returns across asset classes and time horizons.
World & Society
Notes on world events, the cultural conditions inside which technical work happens, and the broader questions of stewardship that follow from building intelligence systems at scale.
The Almanac is opening. New articles publish as the thinking lands.