A Critical Analysis of Apache Kafka’s Role in Advancing Microservices Architecture: Performance, Patterns, and Persistence. ijmcsit. 2025;2(10):99-107. Accessed November 14, 2025. https://aimjournals.com/index.php/ijmcsit/article/view/338