Code Room
Vibe codingHard
Question
An AI agent wrote this API-Gateway Lambda (TypeScript) that calls a flaky downstream service. When the downstream slows down, the Lambda bill spikes and clients get 504s. The HTTP call itself works. What's missing and why does it cost money?
export const handler = async (event: any) => { const resp = await fetch(`https://downstream/api/${event.pathParameters.id}`); const json = await resp.json(); return { statusCode: 200, body: JSON.stringify(json) };};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.