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This skill empowers developers to architect and implement robust streaming data solutions, ranging from event-driven microservices to real-time analytics pipelines. It provides domain-specific guidance on choosing the right message brokers and stream processors (such as Flink and Spark), while offering implementation patterns for producer/consumer logic, Change Data Capture (CDC), and event sourcing across TypeScript, Python, Go, and Java. Whether managing delivery guarantees or implementing complex event processing, this skill ensures best practices for performance, durability, and scalability in high-throughput environments.
