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AI-Generated Service

intermediate10 min120 pts

A teammate pushed a PR with a full UserService class. The description just says it was AI-generated.

“I generated this with Claude and it works perfectly. Can you rubber-stamp it so we can ship?”

What you're being evaluated on

Security vulnerabilities - AI-generated code often has subtle security gaps.

Architectural issues - Patterns that work in demos but break at scale.

Production readiness - What's missing for a real production service?

3 hints available (using hints reduces your score)

About this scenario

Audit a 200-line AI-written service for architectural issues. The PR says 'Generated with Claude, looks good to me.' A teammate pushed a PR with a full UserService class. The description just says it was AI-generated.

intermediate · 120 points · 10 min · Code Reasoning

What you will practice

Security vulnerabilities - AI-generated code often has subtle security gaps.
Architectural issues - Patterns that work in demos but break at scale.
Production readiness - What's missing for a real production service?

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