Design a Logging for DoorDash

Last updated: March 11, 2026

Quick Overview

Design a scalable logging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

DoorDash
Software Engineering Fundamentals
Software Engineer
DoorDash
March 11, 2026
Software Engineer
System Design Round
Software Engineering Fundamentals
Medium

147

6

2,953 solved


Design a scalable logging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

This fundamentals question from DoorDash's System Design Round tests whether you can reason about software design at a deep level. The interviewer expects discussion of maintainability, testability, and operational considerations.

What the Interviewer Expects
  • Apply engineering principles to a realistic design scenario
  • Discuss trade-offs between different approaches with concrete examples
  • Demonstrate understanding of testability, maintainability, and extensibility
  • Connect theoretical concepts to production engineering practices
  • Discuss how the approach scales with team and codebase size
Key Topics to Cover
CI/CD pipelines
Concurrency and thread safety
Performance optimization
Version control and branching strategies
API design and RESTful conventions
Code review best practices
How to Approach This
  1. Apply SOLID principles. Single Responsibility makes code testable, Open/Closed makes it extensible.
  2. Choose data structures based on access patterns, not familiarity.
  3. Prefer immutable data and message passing over shared mutable state for concurrency.
  4. Design APIs with RESTful conventions, versioning, meaningful errors, and pagination from day one.
Possible Follow-up Questions
  • How would you measure the performance of this component in production?
  • How would you handle backward compatibility?
  • What are the security implications of this design?
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Sample Answer
Core Principles

Start by identifying which engineering principles are most relevant: **SOLID Principles**: Single Responsibility (one reason to change), Open/Closed ...

Design Approach

**API Design**: Define clear interfaces before implementation. Use RESTful conventions for HTTP APIs. Version your APIs from the start. Return meaning...


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