AI Assisted Coding Practices Questions

Evaluation of how a candidate uses AI based developer tools safely and effectively. Topics include writing clear prompts, verifying and testing generated code, debugging and reasoning about AI suggestions line by line, identifying hallucinations or incorrect assumptions in generated code, integrating AI assistance into a reproducible workflow, and knowing when manual implementation or deeper review is required. Candidates should be able to show how they validate AI outputs and maintain code quality.