L
Leon Ami
1
APPEARANCES
1
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012
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OCT 5
May 17, 2026
Kafka Architecture and Triage Production Scenarios
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5:59speaker_0HOST
We are intentionally breaking the system.
L
6:03Leon AmiGUEST
You cannot have perfect consistency, availability, and partition tolerance simultaneously.
L
6:10Leon AmiGUEST
By requiring follower acknowledgments, you also introduce multiple network hops into your critical path.You're waiting for the leader to talk to the follower and the follower to talk to the leader before the producer gets unblocked.
50 MINS LATER
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56:56speaker_0HOST
The monolith is completely unaware that Debezium exists, aside from a negligible CPU overhead required to maintain the logical replication slot.
L
57:04Leon AmiGUEST
Your newly minted microservices simply attach as consumers to those Kafka topics.