{"type": "article", "title": "Agentic coding without the cloud: evaluating open-weight large language models on longitudinal data preparation tasks", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/agentic-coding-without-the-cloud-evaluating-open-weight-large-language-models-on", "original_source": "https://www.machinebrief.com/news/agentic-coding-without-the-cloud-evaluating-open-weight-larg-8fio", "published": "2026-07-27T04:00:00+00:00", "accessed": "2026-07-27", "id": "agentic-coding-without-the-cloud-evaluating-open-weight-large-language-models-on"}