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Hangfan Zhang on Muck Rack

Hangfan Zhang

As seen in: arXiv, Future Medicine
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Articles

Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement

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By Haoyang Yan, Min-le Su, Hangfan Zhang
| huggingface.co
Published on Sep 1 · Submitted by taesiri on Sep 2 Abstract Harness-of-Harness enables autonomous coding agents to iteratively improve software through structured planning-coding-testing loops, yielding substantial performance gains and fully developed applications. This paper studies autonomous software development, in which LLM-based coding agents transform high-level requirements into complete, functional, and usable software systems without human intervention.
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Computer Science > Artificial Intelligence

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By Hangfan Zhang, Zhanhao Li, Min-le Su
| arXiv
This paper studies autonomous software development, in which LLM-based coding agents transform high-level requirements into complete, functional, and usable software systems without human intervention. We introduce Harness-of-Harness (HoH), a framework that enables coding agents to continually improve software during autonomous development. HoH operates on existing coding-agent harnesses, and organizes their executions into iterative planning-coding-testing loops.
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Digital PCR-based GRHL2 methylation testing in acute myeloid leukemia: diagnosis, prognosis and monitoring

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By Jing Hua, Chaohui Wang, Miaomiao Chu, Hangfan Zhang
| Future Medicine Verified
Supplemental Materials MetricsHistory Received 20 November 2023 Accepted 14 January 2024 Published online 12 February 2024 Information © 2024 Expert Publishing Medicine Ltd trading as Taylor & Francis KeywordsSupplementary data To view the supplementary data that accompany this paper please visit the journal website at: www.futuremedicine.com/doi/suppl/10.2217/epi-2023-0406 Author contributions J Hua was the main contributor in manuscript writing.
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