Batch vs Streaming — do most companies really need streaming?
Streaming feels cool and modern, but:
- How many companies truly need sub-second data?
- Is micro-batch good enough for most use cases?
- When does Kafka actually become necessary?
I feel like a lot of teams adopt streaming because it sounds advanced.
What’s your experience?
Posted Feb 25, 2026, 5:49 AM UTC
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