// 3 challenges · AI Tool Proficiency · hard
AI Tool Proficiency
hardDebug a performance incident using AI tools
Use AI tools to diagnose a production performance incident from metrics, traces, and source code, then propose or implement the fix.
~8–16 h·Any language
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hardDebug a production incident using AI tools only
Use Claude Code, Cursor, or GitHub Copilot to diagnose a production incident from logs, traces, and source code — without running the code.