parallelism

Four-hour applies with throttling errors share one root cause more often than not. Diagnose which calls burn the quota, split the state along dependency seams, and touch the parallelism flag last, not first.

Calculate the pipeline critical path, separate runner queues from execution, and improve feedback time without hiding flaky or skipped checks.