Code Room
Vibe codingHard
Question
You're migrating an Android service layer from Java to Kotlin and let an AI agent auto-convert files. The converted Kotlin compiles and you ship it to the beta channel, where you start seeing a spike in NullPointerExceptions that the old Java code 'never had.' Below is the kind of signature the agent produced — explain the trap.
// Java method returned a value annotated @Nullable in some callers' minds// but had no annotation. Agent converted it as:fun loadProfile(id: String): UserProfile { // non-null return type return repository.find(id) // can return null at runtime}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.