Code Room
Vibe codingHardvc-g538
Subject Ai doc generationLevel Senior–Staff~18 minCommon in Algorithms & data structures interviewsIndustries Software development

Question

Your team wants to backfill docstrings across a large legacy Python service by running an AI over every function and committing whatever it writes. A staff engineer is uneasy about merging thousands of AI-written docstrings in bulk. When is AI-generated documentation the wrong tool, or at least the wrong process — and how would you make a bulk-docstring effort safe rather than block it outright?

What a strong answer looks like

Treat the AI’s output as a draft to verify, not an answer to trust. Name the specific flaw and the input that triggers it, say how you’d catch it — tests, edge cases, reading critically — and how you’d re-prompt or decompose to get it right.

Describe your solution

Vibe coding: describe the solution in plain language (or narrate it) and the coach grades your approach. Generating runnable code from your description is coming next.

Run or narrate your approach, then ask the coach.