in java / architecture
controlled concurrency with semaphores
A practical look at backpressure and concurrency limits in Java: how java.util.concurrent.Semaphore works on top of AbstractQueuedSynchronizer (AQS), why Virtual Threads waiting on it unmount instead of pinning their carrier, how to size the limit with Little’s Law, and patterns that hold up in production.