Design Messaging Infrastructure for microservices
Last updated: April 30, 2026
Quick Overview
Design a low-latency messaging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
Discord
April 30, 2026140
5
2,228 solved
Design a low-latency messaging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
This fundamentals question from Discord's Onsite 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
- Explain the concept clearly with a practical example
- Discuss when and why to apply this principle
- Identify common mistakes and anti-patterns
- Compare with alternative approaches
Key Topics to Cover
How to Approach This
- Apply SOLID principles. Single Responsibility makes code testable, Open/Closed makes it extensible.
- Choose data structures based on access patterns, not familiarity.
- Prefer immutable data and message passing over shared mutable state for concurrency.
- Design APIs with RESTful conventions, versioning, meaningful errors, and pagination from day one.
Possible Follow-up Questions
- How would this design change if the team size doubled?
- How would you measure the performance of this component in production?
- What are the security implications of this design?
- How would you document this for other engineers?
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Core Design Principles
For designing a low-latency messaging system at Discord, we should focus on the CAP theorem which states that we can only guarantee two of the following three properties: Consistency, Availability...
Architecture
The proposed architecture for the messaging system will utilize a microservices architecture with the following key components:
- Message Broker: A distributed message broker like Apache Kafka...
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