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Ayo
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Idempotency is the notion that whether an action is performed a single times or many times, the result is identical.

Example: x=5(idempotent) vs. x=x+1 (not idempotent)

If we know that an operation is idempotent, in the face of failures, we can simply repeat it until it succeeds.

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Dec 24, 2025 10:27AM
Designing Distributed Systems: Patterns and Paradigms for Scalable, Reliable Services

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Ayo
Ayo is 43% done
“Replicated services are primarily used for stateless services while shards are used for stateful service.

Sharding is not exclusive to stateful services though. They can also be used to isolate poisoned requests”

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23 hours, 51 min ago
Designing Distributed Systems: Patterns and Paradigms for Scalable, Reliable Services


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