Client · Aviation RetailSporty's
Modernizing the platform behind a trusted aviation brand.

Sporty’s has spent decades earning pilots’ trust — selling the gear, training, and content that get people into the air. We’ve worked alongside their team on the systems behind that business: the commerce and content platform that has to keep running while it’s being modernized underneath.
The engagement lives mostly in the unglamorous middle layer — integrations between systems, build and deploy ergonomics, and the steady replacement of aging pieces with services that are easier to operate. The through-line is evolving a platform that can’t go dark: every change sequenced so the commerce side keeps serving customers while the technology underneath gets quietly, measurably better.
Engagements with Sporty's.
Each entry is one engagement — the brief, the work, and where it landed.
- OngoingModernizing the platform behind a trusted aviation brand.A long-running engagement helping Sporty's evolve the technology behind its commerce and content business.
- WeeksCutting agent token costs 75% with an agentic eval loop.After a migration to the Assistants API and a wave of new features sent token costs through the roof, we built an agentic eval loop that graded candidate variants against a rubric — and shipped the cheapest config that held accuracy.
Have a similar problem worth solving?
We work with a small number of teams at a time. If you've got a system to build, audit, or automate, let's talk.