#application-architecture

#application-architecture

Effective integration testing for Kafka applications improves readability and maintainability.

Isolation and clear stages in testing enhance efficiency.

Message capture is crucial for accurate test results.

Prepare for failures by analyzing critical components and leveraging monitoring solutions.

Implement redundancy strategies through data replication and geographic distribution, and embrace scaling strategies for resiliency.