Assertions and Behavior Verification Questions

How to write meaningful assertions that verify observable behavior and business outcomes rather than fragile implementation details. Topics include choosing assertion granularity, validating state and side effects, tolerances for timing and visual comparisons, testing error conditions and edge cases, and producing clear failure messages that speed debugging. Candidates should demonstrate how assertions map to acceptance criteria and how to avoid over specification that makes tests brittle.