Design a large-scale URL Shortening Platform
Last updated: September 10, 2025
Quick Overview
Design a real-time url shortening system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
Cockroach Labs
September 10, 20257
5
3,713 solved
Design a real-time url shortening system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
This fundamentals question from Cockroach Labs'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
- Design a complex system component applying multiple engineering principles
- Reason about system-level trade-offs: performance, reliability, developer experience
- Discuss advanced patterns: event sourcing, CQRS, distributed transactions
- Address cross-cutting concerns: observability, security, backward compatibility
- Demonstrate depth in both theoretical foundations and practical implementation
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 you handle backward compatibility?
- How would this design change if the team size doubled?
- What are the security implications of this design?
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Core Design Principles
For designing a large-scale URL shortening platform, we should adhere to the following core design principles:
- Scalability: The system must handle millions of requests per day. Adopting a distr...
Architecture
The architecture for the URL shortening system will follow a microservices approach, consisting of the following components:
- API Gateway: This will serve as the single entry point for all reque...
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