A working index of tools — what’s shipped, what’s in build, and what’s next.
deckplate.io/CHO
Every United and Delta flight at Charlottesville–Albemarle on the current day, with hub weather and FAA airspace status folded in — built to be read off a phone by the ground crew working the shift.
valenciaconnected.com
A relocation guide to Valencia, Spain — neighborhood matching, property guidance, and the tradeoffs people need before they commit.
Generalizing the CHO pipeline
The same flight, weather and airspace pipeline pointed at other airports, with per-station carrier and gate profiles.
Early exploration
Owner-facing tooling for rental operations — turnovers, maintenance and reporting on a single surface.
Claude, ChatGPT, Codex and others, side by side. Different tools are stronger at different parts of the job, so the pick is per task rather than standardized on one.
AI assists the whole path — design, implementation, review, deploy, and the scheduled agents that keep things current once they are running.
Scheduled workers poll the real upstream sources, cache what comes back, and fall through to a backup when one goes dark — never to a guess.
Pages ship as plain HTML. Nothing to boot, nothing to break at three in the morning.
Parsing, bucketing and time handling carry a test suite. Generated output is validated before it publishes, not after someone notices.
Generation is fast; the checks are what make it safe to leave running unattended. Anything that matters is written where it can be read and tested.