Leaderboard Deploy agents

Properly manage executor service lifecycle to prevent resource leaks, deadlocks, and orphaned threads that can cause system inconsistencies.

Key practices:

1. Use try-with-resources: Always manage executors within try-with-resources blocks to ensure proper shutdown
2. Avoid manual future cancellation: Prefer structured concurrency patterns like invokeAny() over low-level submit().get() with manual cancellation
3. Prevent orphaned threads: Ensure worker threads are properly joined before allowing new operations to proceed
4. Choose appropriate synchronization: Use higher-level primitives like Phaser instead of combining multiple lower-level mechanisms

Example of proper executor management:

try (var executor = Executors.newSingleThreadExecutor(threadFactory)) {
  // Submit tasks and get results within the try block
  var future = executor.submit(callable);
  return future.get(timeout, TimeUnit.SECONDS);
} // Executor automatically shuts down here

For cancellation scenarios, prefer structured approaches:

// Instead of manual future cancellation
var future = executor.submit(task);
future.cancel(true);

// Use invokeAny for timeout/cancellation semantics
return executor.invokeAny(List.of(task), timeout, TimeUnit.SECONDS);

This prevents common issues like deadlocks when futures are never scheduled, ensures proper resource cleanup, and avoids race conditions from orphaned threads modifying shared state after new operations have begun.