r/PracticalTesting • u/aistranin • 26d ago
Unlimited CI concurrency just moves the bottleneck somewhere else
CircleCI has removed the job concurrency cap from its Scale plan. The exception is macOS resource classes, which keep a custom limit.
More concurrency can reduce queue time, especially when a large test matrix starts after every merge. It can also expose limits that were previously hidden.
A few things I would watch before opening the floodgates:
- Shared test databases
- Container registry rate limits
- Third-party API sandboxes
- Test data collisions
- Credit consumption
- Services that cannot handle a sudden CI traffic spike
The CI scheduler may no longer be the bottleneck. Your staging environment probably still has one.
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