What methods of integration have you worked with (REST, SOAP, message queues, CDC)?

I have worked with various system integration methods:

• REST — the most common way of integration via HTTP using standard methods (GET, POST, PUT, DELETE). Simple, scalable, and well-supported.

• SOAP — a messaging protocol with a more strict structure and support for advanced features such as security and transactions. Used in enterprise systems.

• Message Queues — asynchronous integration through message brokers (e.g., RabbitMQ, Kafka). Allows unloading systems, ensuring reliability and scalability.

• CDC (Change Data Capture) — technology for tracking changes in a database and transmitting these changes to other systems. Used for data synchronization and building event-driven systems.

Each method is chosen based on requirements for reliability, speed, complexity, and system architecture.