Diagnose why a scaled system became slow

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Quick Overview

This question evaluates proficiency in diagnosing performance regressions in scaled production services, emphasizing observability, bottleneck identification across components (compute, memory, I/O, network, caches, databases), and incident triage skills.

Diagnose why a scaled system became slow

Company: Atlassian

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates proficiency in diagnosing performance regressions in scaled production services, emphasizing observability, bottleneck identification across components (compute, memory, I/O, network, caches, databases), and incident triage skills.

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

|Home/System Design/Atlassian
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Atlassian
Jan 22, 2026
mediumSoftware EngineerTechnical ScreenSystem Design
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