How omic run got to eight seconds

The homepage number is real: 412 cases in 8.2 seconds. It started at ninety. This is where the time went.

Cache what didn’t change

An unchanged case against an unchanged model is not worth re-running. Responses are cached by a hash of the full request, so a typical run only pays for what moved.

Concurrency without rate-limit roulette

Cases run concurrently under a cap you tune to your provider limits. Retries are automatic and budgeted, so one flaky request doesn’t fail the suite.

Skip the scoring too

Deterministic scorers re-run for free, but judged scorers are cached with the response. The expensive path only fires on new output.