Code Room
Vibe codingHard
Question
An agent wrote this Go cache-with-TTL for a hot path and it passed your unit tests. It looks idiomatic, but it's wrong under concurrency in a way your tests didn't catch. Find the bug, explain the input/timing that triggers it, give the fix, and say what about reviewing AI code makes this class of bug easy to miss.
type Cache struct { mu sync.RWMutex items map[string]item}type item struct { val string; exp time.Time } func (c *Cache) Get(k string) (string, bool) { c.mu.RLock() it, ok := c.items[k] c.mu.RUnlock() if !ok || time.Now().After(it.exp) { c.mu.RLock() delete(c.items, k) // evict expired c.mu.RUnlock() return "", false } return it.val, true}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.