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Optimistic update

An optimistic update presents an expected change in client-side state before the corresponding operation is confirmed, then reconciles or reverses the change if needed.

How 2 Manning books explain it

Latency

An optimistic update is a client-side update applied before confirmation that the corresponding operation will succeed or be accepted by the authoritative system.

How it is used
Hides user-perceived write latency by showing client-side state changes before background synchronization completes.
How deep it goes
Explains shadow writes, asynchronous synchronization, conflict strategies, consistency guarantees, and retries without prescribing a single synchronization protocol.
Examples
Uses an e-commerce shopping cart and a task table merged with a shadow write queue.
What you can do after
Evaluate/understand when immediate local feedback justifies reconciliation, stale reads, and synchronization-error handling.

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React in Depth

An optimistic update is a technique that changes locally cached data before a server mutation is confirmed, then reconciles it with the server result.

How it is used
Improves remote-data user experience by making mutations appear immediate while server confirmation is pending.
How deep it goes
Explains cache updates, snapshots, rollback, server reconciliation, and TanStack Query callbacks, but not conflict resolution.
Examples
Uses a goal-tracking list, temporary identifiers, the useAddThing hook, and the better-reactive example.
What you can do after
Apply optimistic mutations with TanStack Query, including cache snapshots, rollback handling, and server-result replacement.

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Related concepts

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