{"slug": "qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-t-a", "title": "Qwen3.8-Max Ran 16 Days Without a Human and Shipped 265 Commits — Agent Loops Shouldn't Last a Day", "summary": "Alibaba's Qwen3.8-Max model autonomously operated for 16 days on a public GitHub repository, opening and closing 151 issues, merging 127 pull requests, and landing 265 commits without human intervention. The model, a sparse mixture-of-experts with 2.4 trillion total parameters and roughly 95 billion active, was kept alive by a scheduler rather than the model itself, according to the article.", "body_md": "Member-only story\n\n# Qwen3.8-Max Ran 16 Days Without a Human and Shipped 265 Commits — Agent Loops Shouldn't Last a Day\n\nAlibaba pointed a model at an empty Git repository on roughly July 14, walked away, and came back on July 30. In those **16 days** the model had opened, worked, and closed **151 issues**, merged **127 pull requests**, and landed **265 commits**. Nobody reviewed any of it. Nobody restarted it. The repo is public at `qwen-code-dev-bot/oh-my-cli`\n\n, which means for once you can actually check.\n\nI have spent the last month writing about why agent loops fall apart — context compaction quietly deleting policies, temperature-0 sampling collapsing into repetition, harness choice swinging results by double digits. The consensus failure horizon for an unattended coding agent is measured in *hours*. Sixteen days should not be possible.\n\nSo the interesting question isn’t “is Qwen3.8-Max smart.” It’s **what did they build around the model that kept it alive for 384 hours**, and can you copy it. The answer turns out to be a scheduler, not a model.\n\nHere is what shipped on August 3, what the numbers really say, and the loop architecture you can rebuild this afternoon.\n\n## The model, in one paragraph\n\nQwen3.8-Max is a sparse mixture-of-experts model with **2.4 trillion total parameters and roughly 95 billion**…", "url": "https://wpnews.pro/news/qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-t-a", "canonical_source": "https://pub.towardsai.net/qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-shouldnt-last-a-day-18def4d09360?source=rss----98111c9905da---4", "published_at": "2026-08-04 13:44:51+00:00", "updated_at": "2026-08-04 14:22:40.981732+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-research", "ai-products"], "entities": ["Alibaba", "Qwen3.8-Max", "GitHub", "qwen-code-dev-bot/oh-my-cli"], "alternates": {"html": "https://wpnews.pro/news/qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-t-a", "markdown": "https://wpnews.pro/news/qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-t-a.md", "text": "https://wpnews.pro/news/qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-t-a.txt", "jsonld": "https://wpnews.pro/news/qwen3-8-max-ran-16-days-without-a-human-and-shipped-265-commits-agent-loops-t-a.jsonld"}}