Architect a real-time Authentication Engine

Last updated: September 16, 2025

Quick Overview

Design a real-time authentication system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Redfin
Software Engineering Fundamentals
Software Engineer
Redfin
September 16, 2025
Software Engineer
Technical Screen
Software Engineering Fundamentals
Medium

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Design a real-time authentication system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

This fundamentals question from Redfin's Technical Screen 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
Design patterns (Factory, Observer, Strategy, etc.)
System observability and debugging
SOLID principles
Concurrency and thread safety
API design and RESTful conventions
CI/CD pipelines
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?
  • What testing strategy would you use for this component?
  • How would you handle backward compatibility?
  • How would this design change if the team size doubled?
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Sample Answer
Core Design Principles

For the real-time authentication engine at Redfin, the following core design principles apply:

  1. Single Responsibility Principle: Each module should have one reason to change. For instance, authe...
Architecture

The architecture for the real-time authentication engine will follow a microservices approach:

  • Service Layer: A dedicated authentication service that exposes a RESTful API for login and token ma...

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