Code reviewInterview preparation
Intermediate·Concept·2 min read

Which edge cases and tests matter most?

Practice this question

Short explanation:

Edge cases are valid boundary conditions and failure situations that ordinary examples may not exercise. Useful tests prove important rules under those conditions, including concurrent and repeated requests. The highest-value case is often where a missing record, denied access or partial failure changes control flow.

Key points:

  • Missing records, invalid input, denied access and duplicate requests.

  • Concurrent updates, transaction rollback and dependency failures.

  • Test final behavior and database rules, not just whether a mocked method was called.

  • Test the database-backed invariant when the bug depends on concurrency; two mocked calls cannot prove a unique constraint works.

Interview point:

  • Connect each requested test to a real failure it would catch.
Adapted from 11_AI_CODE_REVIEW.md · “Which edge cases and tests matter most?”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.