How is data streaming different from traditional APIs?

“Traditional APIs follow a request-response model, where apps must ask for data to receive it. Data streaming flips the model: producers continuously publish events to a central log, and consumers subscribe to whatever streams they need in real time. This event-driven approach enables more scalable, decoupled architectures.”