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What makes a coding challenge 'real-world'?

Every platform claims their assessments are realistic. Almost none deliver. We introduce a five-dimension fidelity framework for evaluating assessment quality—environment, codebase, task, tools, and evaluation—and show why fidelity matters more than difficulty.