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faire·Software Engineer·Onsite - System Design / Architecture·Intermediate

IntermediatePrefer not to say
Jun 2026

Summary

System design round at Faire for a software engineer role. The whole thing was basically one API design question that went deeper than I expected.

Questions Asked (1)

Q1

Design an HTTP API that generates Pascal's triangle up to a given height. The server returns raw numeric data only; the client handles all formatting and display. Walk through the endpoint design, request parameters, response schema, validation, error handling, and any limits you'd impose.

API & IntegrationsSystem DesignTechnical Trade-offs
Author's notes

Seemed simple at first and I kind of rushed into talking about the math before realizing they wanted the full API contract, not an algorithm.

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AI HintsAI Generated

Suggested Approach

Start by clarifying that the API returns raw numeric data (e.g., JSON array of arrays) and the client handles formatting. Then walk through the endpoint design, request parameters, response schema, validation, error handling, and limits in a structured, logical order, emphasizing trade-offs and edge cases.

Pro tip: Mention that you would use a 1-indexed height parameter and return a 400 error for invalid input, but also consider a maximum height limit to prevent excessive computation or memory usage. This shows awareness of both usability and system protection.

1. Define the endpoint and method

Choose a clear, RESTful endpoint like GET /pascals-triangle and specify that it accepts a height query parameter. Explain why GET is appropriate for a read-only operation.

2. Specify request parameters and validation

Define the height parameter as a positive integer, with validation rules (e.g., must be >= 1, <= 100). Describe how to handle missing, non-integer, or out-of-range values.

3. Design the response schema

Return a JSON object with a 'triangle' key containing an array of arrays of numbers. Include an example response for height=3. Mention that no formatting (e.g., spacing) is included.

4. Outline error handling

Use standard HTTP status codes: 400 for invalid input, 500 for server errors. Provide a consistent error response body with a message and code. Discuss how to handle unexpected errors gracefully.

5. Discuss limits and performance

Impose a maximum height (e.g., 100) to prevent resource exhaustion. Explain the time and space complexity (O(n^2)) and mention potential optimizations like iterative generation or caching for repeated requests.

Key Points to Mention

  • Use of GET method for idempotent, read-only operation
  • Validation of height parameter: positive integer, within limits
  • Response format: JSON array of arrays, raw numbers only
  • Error handling with appropriate HTTP status codes and error messages
  • Maximum height limit to prevent abuse and ensure performance
  • Time and space complexity considerations (O(n^2)) and potential optimizations

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.