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most citedMANGO: A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models

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cs.SE2026

Stdlib or Third-Party? Empirical Performance and Correctness of LLM-Assisted Zero-Dependency Python Libraries

Peng Ding, Rick Stevens

Third-party Python libraries introduce dependency-management overhead, supply-chain risk, and deployment friction. We study when eliminating a dependency preserves enough correctne…