GitHub rebuilt their push processing system to handle code pushes more efficiently by transitioning from a single, monolithic job to a decoupled architecture using Apache Kafka. This update improved scalability, fault isolation, and development ease, while addressing previous issues with retries, blast radius, and latency. The
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