AI EngineeringInterview preparation
Foundation·Discussion·2 min read

Why isn't normal unit testing enough?

Practice this question
  • Model outputs vary and can be plausible but wrong.
  • I still unit-test deterministic code, but also evaluate representative tasks, support from evidence, tool behavior, and safe failure using versioned datasets and rubrics.
Adapted from 13_AI.MD · “29.15 Evaluation”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.