Mocking AmazonSQS in Unit Tests

Unit tests should be fast, isolated, and deterministic. When your Java application interacts with AWS SQS, you want to avoid hitting the real AWS environment. Instead of invoking real network calls, you mock the AWS SDK v2 SqsClient to simulate SQS behavior.