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Design Kafka retention across time and size limits, delete vs compact cleanup, replication, ISR durability, consumer replay windows, and storage capacity.
Compare database hosting services for production apps by engine support, backups, PITR, HA, private networking, connections, pricing, migration, and support.
Understand Kafka architecture for small teams across topics, partitions, consumer groups, replication, retention, monitoring, and managed vs self-hosted ownership.
Understand Kafka metrics for broker health, replication, consumer progress, request pressure, and alert design for reliable production event streams.
Understand Kafka consumer groups, consumer lag, rebalances, offsets, and recovery planning for reliable production event processing.
Learn Kafka partitions, keys, replication, partition count, skew, and scaling trade-offs so you can plan ordering, parallelism, and growth safely.
Compare managed Kafka vs self-hosted Kafka across total cost of ownership, cloud hosting, scaling, broker operations, control, and on-call responsibility.
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