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GitHub Actions Concurrency Under Load: Measuring Queue Saturation and Runner Exhaustion at 500 RPS

Applying strict concurrency limits, pinned action SHAs, and an improved cache strategy reduced queue times by over 90 %, lowered runner consumption, and increas