It is a gorgeous May afternoon in Massachusetts and somewhere in my ERP, a snow-operations dispatch module sits fully armed: properties, storm templates, route optimization, salt tracking, reconciliation, certificates of insurance. Seventy-four degrees outside. The module does not care. The module is ready.
People laugh when I demo it in spring. Then winter happens.
What seasonal software teaches you
1. The busy season is the worst time to build. Snow contractors decide they need software during the first storm, which is like deciding you need a parachute during the fall. The whole module exists because we built it in July, tested it against last winter's data, and trained the drivers before the first flake. When the storm came, the system was the boring part of the night.
2. Dormant code is not dead code. A system that sleeps eight months a year still has to wake up perfectly — with last season's properties, pricing and lessons intact. That's a data architecture problem, and it's the same one behind every boring system that quietly outlives the flashy ones.
3. Peak load defines you. Ninety trucks, live GPS, salt logs and angry property managers at 3 a.m. is the real spec. Design for the storm, and the sunny days are free.
There's an AI angle too, because there always is: storm response is a scheduling optimization problem with terrible inputs, which makes it perfect agent territory — propose the routes, let a dispatcher approve them. Even the weather gets a review gate.
Build the plow in the summer. Ship the résumé before you need the job. Same principle, different truck. Mine boots at ciprari.ai.