Building Streaming Pipelines

Build robust, real-time data pipelines in Python. This skill covers the complete streaming lifecycle: producing events, consuming streams, processing in real-time, and operating with production standards for reliability and scalability.

When to use this skill

Use this skill when:

• Building real-time event streaming pipelines
• Implementing producers and consumers for Kafka, MQTT, or NATS
• Designing IoT data ingestion with constrained devices
• Setting up event-driven microservices communication
• Implementing Change Data Capture (CDC) pipelines
• Handling high-throughput log aggregation
• Designing stream processing with exactly-once semantics
• Implementing backpressure and flow control

When not to use this skill