Data pipeline
Status
A scheduled job checks start.gg for changes; when a bracket moves, the live season is re-pulled and the site redeploys. The schedule aims for every 20 minutes, but GitHub spaces scheduled runs out under load, so the gap between checks varies — the table below is the actual record. During an event, a refresh can be fired on demand from the repo's Actions tab (Run workflow). History before the live season is frozen.
Database
| Seasons | 20 |
| Tournaments | 87 |
| Schools | 526 |
| Teams | 2707 |
| Players | 7575 |
| Matches | 16315 |
| Manual corrections applied | 1064 |
Refresh job: GitHub Actions. A run that fails posts to the CEN Discord.
Recent refreshes
| Started | Result | Detail |
|---|---|---|
| Oct 20, 2026, 5:59 AM ET | ok | 18 tournaments, 1698 entrants, 3382 matches |
| Oct 19, 2026, 9:10 AM ET | ok | 18 tournaments, 1698 entrants, 3382 matches |
| Oct 18, 2026, 9:43 PM ET | ok | 18 tournaments, 1698 entrants, 3382 matches |
| Oct 18, 2026, 9:11 PM ET | ok | 18 tournaments, 1698 entrants, 3382 matches |
| Oct 18, 2026, 7:06 PM ET | ok | 18 tournaments, 1698 entrants, 3382 matches |
| Oct 18, 2026, 4:36 PM ET | ok | 18 tournaments, 1698 entrants, 3380 matches |
| Oct 18, 2026, 1:19 PM ET | ok | 18 tournaments, 1698 entrants, 3360 matches |
| Oct 18, 2026, 12:24 AM ET | ok | 18 tournaments, 1698 entrants, 3360 matches |
| Oct 17, 2026, 5:25 PM ET | ok | 18 tournaments, 1698 entrants, 3290 matches |
| Oct 17, 2026, 2:13 AM ET | ok | 18 tournaments, 1699 entrants, 3124 matches |