Code Room
Vibe codingHard
Question
An AI wrote this FastAPI endpoint that calls a payments provider. Latency looked fine in a single-user test, but under modest concurrency the whole service's p99 spikes and unrelated endpoints stall. Find the bug and explain why it only shows up under load.
import requests @app.get("/quote/{symbol}")async def get_quote(symbol: str): resp = requests.get(f"https://prices.internal/v1/{symbol}", timeout=5) price = resp.json()["price"] return {"symbol": symbol, "price": price}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.
Learn the concepts
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.