Topic Hub • #Apache Kafka

Apache Kafka Engineering Guides

Event-driven distributed logs, Change Data Capture (Debezium), stream processing, and high-throughput real-time pipelines.

1 published publications•All Articles

IoT & Embedded Engineering

Closed-Loop Digital Twins: Bridging OPC UA Industrial Protocols and IT Event Streams

Moving beyond passive 3D dashboards: how bidirectional OT/IT event bridges with OPC UA and Apache Kafka reduce unplanned industrial downtime by up to 28%.

#Digital Twins #IIoT #Industrial IoT #OPC UA

9/22/2026

8 min

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KNetwork Systems Engineering

Building complex systems with #Apache Kafka?

Our engineering team designs sub-50ms distributed backends, edge AI pipelines, and high-concurrency systems.

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