Swheeps: One AI-Native Lead, Where a Whole Team Used to Be

Swheeps is a free-to-play knockout sweepstakes game built around live horse racing. Players' tickets carry picks across a series of races; as each race runs, tickets without the winning runner are eliminated until one survives. It's played by racegoers at the track and at home. That means the platform operates in real time, against live race results, on race day, when failure is not an option.

The platform was built and run the way software has traditionally been run: a full delivery team spread across the roles: development, product coordination, operations. That model made sense when code was expensive to produce. It also meant every decision travelled through multiple hands before reaching the codebase, and no single person held the whole picture.

Three years ago this arrangement would have been reckless. What changed is that AI agents absorbed the code volume that used to justify the headcount, leaving judgment as the constraint. One experienced lead who understands the business, owns the architecture, and verifies every change can now cover what previously took a team, with fewer handoffs and a single point of accountability.

For Swheeps, that means product decisions, specifications, implementation and race-day operations all live with one person who answers directly to the business, at the cost structure of one senior lead rather than a full team.