BUILD-AND-FIND is a protocol that measures how accurately and efficiently downstream agents can recover hidden repository specifications from AI-generated codebases using accuracy, repeatability, coverage, and effort metrics.
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Stack Overflow code quality varies by US region, with readability violations most common overall and fewer issues in states with higher income, internet access, and equitable wealth distribution.
citing papers explorer
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BUILD-AND-FIND: An Effort-Aware Protocol for Evaluating Agent-Managed Codebases
BUILD-AND-FIND is a protocol that measures how accurately and efficiently downstream agents can recover hidden repository specifications from AI-generated codebases using accuracy, repeatability, coverage, and effort metrics.
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Geographic Variation in Stack Overflow Code Quality: Evidence from a Cross-Regional Study of Coding Practices
Stack Overflow code quality varies by US region, with readability violations most common overall and fewer issues in states with higher income, internet access, and equitable wealth distribution.