How do I debug concurrent code effectively?

How do I debug concurrent code effectively?

Debugging concurrent code can be challenging due to race conditions and deadlocks. What specific issues are you facing?

I'm dealing with a race condition in my application. It causes inconsistent results.

Race conditions occur when multiple threads access shared data simultaneously. Have you considered using locks or semaphores?

Yes, but I'm worried about performance. Are there any alternatives?

You might explore using atomic operations or higher-level abstractions like concurrent collections, which can help reduce locking overhead.

That sounds promising! How can I implement atomic operations in my code?

You can use atomic variables provided by your programming language's standard library. For example, in Java, you can use AtomicInteger.