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References (5)

[1]
LLMLOOP: Improving LLM-Generated Code and Tests Through Automated Iterative Feedback Loops
2025Ravin Ravi, Dylan Bradshaw et al.
[2]
Static Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness
2025Scott Blyth, Sherlock A. Licorish et al.
[3]
Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges
2025Yunseo Lee, John Youngeun Song et al.
[4]
The Impact of AI on Developer Productivity: Evidence from GitHub Copilot
2023Sida Peng, Eirini Kalliamvakou et al.
[5]
arXiv
2019Lucy Rosenbloom

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