Technology, Engineering, Kafka, Apache Kafka, Software Development.
Messages are not uniform in workload, making it challenging to estimate machine capacity. Dependencies (such as network and 3rd party connections) are unstable, sometimes leading to changing capacities in the actual processing. The system frequently adds new features, adding extra maintenance