Day 1 of #DistributedDilemmas: Consistency guarantees become availability nightmares
Consistency guarantees become availability nightmares. Every distributed lock is a future bottleneck. Systems that embrace controlled inconsistency often…
Jatin Kumar Malik First published on 
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Every distributed lock is a future bottleneck. Systems that embrace controlled inconsistency often survive better at scale.
Example: Shopping carts using eventual consistency survive Black Friday/Big Billion day traffic better than locked-inventory systems.
Controlled inconsistency ≠ Chaos. It’s strategic survival.
This is day 1 of 28 Days of #DistributedDilemmas, one dilemma a day through February 2025. I made it to day 24; all of them are listed here.
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