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The backend job normally finishes in about 3 minutes — the last eight runs on main were 2.6 to 3.4 — but it is the only one that boots Postgres and runs the full integration suite, so it is the only one exposed to runner contention. The observed spread has reached 9.2 minutes against a 10-minute cap, and release PR #1088 was cancelled at 10.3 with every test in the log passing and jest still running. That failure mode is expensive out of proportion to how often it happens: a cancelled job is a red X on a branch that is actually green, so it costs a diagnosis and a re-run each time, and it lands on release PRs because those are the ones that run when everything else does. The cap is a runaway guard rather than a performance budget, so 20 buys real headroom over the worst run seen while still killing a genuinely hung suite well inside the hour GitHub would otherwise allow. frontend and ml keep 10: they finish in seconds and have never been close. Co-authored-by: Paul Nothaft <paul@MacStudio-von-Paul.local>