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Edge Case Handling and Debugging Questions

Covers the systematic identification, analysis, and mitigation of edge cases and failures across code and user flows. Topics include methodically enumerating boundary conditions and unusual inputs such as empty inputs, single elements, large inputs, duplicates, negative numbers, integer overflow, circular structures, and null values; writing defensive code with input validation, null checks, and guard clauses; designing and handling error states including network timeouts, permission denials, and form validation failures; creating clear actionable error messages and informative empty states for users; methodical debugging techniques to trace logic errors, reproduce failing cases, and fix root causes; and testing strategies to validate robustness before submission. Also includes communicating edge case reasoning to interviewers and demonstrating a structured troubleshooting process.

MediumTechnical
41 practiced
You need to ensure the checkout flow is robust across edge cases (payment provider failures, slow networks, multi-tab use, partial failures). Propose a balanced test suite across unit, integration, and E2E tests, listing specific test cases for edge behaviors, test data strategies, decisions for mocking versus using sandbox endpoints, and techniques to reduce E2E flakiness.
EasyTechnical
36 practiced
Describe a repeatable process to reproduce and debug an intermittent network timeout when fetching a user's profile in the browser. Include how to use DevTools network throttling and offline simulation, capture HAR files, reproduce with Cypress or Playwright, log helpful diagnostic data, and identify whether the issue is client-side, server-side, or due to middleboxes/CDNs.
HardSystem Design
39 practiced
For a complex drag-and-drop file uploader that uses Pointer Events and supports touch, mouse, and stylus input, design a cross-browser and cross-device test matrix. Specify which browsers/versions and mobile OS versions to prioritize, which tests should run on real devices vs emulation, accessibility keyboard fallback tests, network conditions, and a prioritization strategy to find critical edge cases with limited QA resources.
EasyTechnical
48 practiced
Write a JavaScript function parseSafeInt(input) that returns an integer or throws a descriptive Error when input is invalid (null, '', non-numeric, decimal strings) or outside the safe integer range. Include handling for whitespace, leading/trailing characters, and common mistaken input like '1,000'.
EasyTechnical
36 practiced
You are given a sanitizeInput function that trims whitespace and removes simple <script> tags. Write three Jest unit tests that cover: 1) normal input, 2) empty input (''), and 3) malicious input containing script tags. Also state how the function should behave when input is null or undefined (throw or return empty string) and justify that choice for a frontend context.

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