Writing
Field notes from the work.
Essays and build notes on open systems, agents, forensic evidence, weather infrastructure, and the decisions hiding underneath the interface.
- 01
Verity: weighing the marks, not calling the match
Introducing Verity, an open, domain-general engine for forensic surface comparison — transparent, calibrated likelihood ratios from 3-D scans of bullets, cartridge cases, and toolmarks.
- 02
Aeroza: weather, but queryable
Introducing Aeroza, a developer-first weather platform for live radar, NWS alerts, geospatial queries, nowcasting, and public forecast verification.
- 03
Bullet Lens: forensic topography in the browser
A short note on Bullet Lens, a browser-based viewer for .x3p bullet land scans, with interactive 3D inspection, stitched bullet views, and side-by-side comparison.
- 04
A new site, built for the agent era
Retiring the 2012-era Jekyll site and launching something that looks like 2026. Notes on the stack, the design choices, and what I learned along the way.