Why Modern Systems Are Built Around Logs, State, and Time

This story was originally published on HackerNoon at: https://hackernoon.com/why-modern-systems-are-built-around-logs-state-and-time. Streaming data transformed system design. Learn how events, logs, and stateful processing reshaped modern architectures. Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #event-streaming, #kafka, #flink, #cdc, #stateful-applications, #stream-processing, #distributed-systems, #dataflow-modelling, and more. This story was written by: @seshendranath. Learn more about this writer by checking @seshendranath's about page, and for more stories, please visit hackernoon.com. Streaming replaced batch jobs and polling with durable logs, CDC-fed boundaries, and stateful runtimes making event time, watermarks, checkpoints, and exactly-once semantics the architectural foundation of systems that are always changing, sometimes late, and never neatly finished.