Design Real-Time Comments with Optimistic Updates

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Quick Overview

Design optimistic real-time comments with temporary identities, idempotent posting, response/event reconciliation, visible failure states, and durable history.

Design Real-Time Comments with Optimistic Updates

Company: Cohere

Role: Frontend Engineer

Category: System Design

Difficulty: medium

Interview Round: Other

Overview: Design optimistic real-time comments with temporary identities, idempotent posting, response/event reconciliation, visible failure states, and durable history.

Read the full Cohere Frontend Engineer interview experience this question came from

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Cohere
Sep 15, 2026
mediumFrontend EngineerOtherSystem Design
3
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