Design a Scalable Catalog Service

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Quick Overview

Design a read-heavy catalog service with versioned items, draft and publish workflows, browse and search projections, cache behavior, and safe schema evolution. The solution covers idempotent writes, coordinated releases, projection lag, reindexing, partitioning, failure recovery, and rollback.

Design a Scalable Catalog Service

Company: Attentive

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Overview: Design a read-heavy catalog service with versioned items, draft and publish workflows, browse and search projections, cache behavior, and safe schema evolution. The solution covers idempotent writes, coordinated releases, projection lag, reindexing, partitioning, failure recovery, and rollback.

Read the full Attentive Software Engineer interview experience this question came from

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Attentive
Sep 2, 2026
mediumSoftware EngineerOnsiteSystem Design
8
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