{"slug": "autoresearch-doubled-glm-5-2-throughput-production-traffic-broke-it", "title": "Autoresearch doubled GLM-5.2 throughput. Production traffic broke it", "summary": "An engineer at Autoresearch used an AI agent to cold-tune their GLM-5.2 model, doubling its throughput. However, when deployed to production traffic, the optimized model broke due to unforeseen edge cases.", "body_md": "Article URL: \nhttps://fparisio.substack.com/p/an-ai-agent-cold-tuned-our-glm-52\n\nComments URL: \nhttps://news.ycombinator.com/item?id=48903287\n\nPoints: 2\n\n# Comments: 0", "url": "https://wpnews.pro/news/autoresearch-doubled-glm-5-2-throughput-production-traffic-broke-it", "canonical_source": "https://fparisio.substack.com/p/an-ai-agent-cold-tuned-our-glm-52", "published_at": "2026-07-14 07:22:44+00:00", "updated_at": "2026-07-14 07:48:38.657958+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "large-language-models", "ai-agents", "ai-research"], "entities": ["Autoresearch", "GLM-5.2"], "alternates": {"html": "https://wpnews.pro/news/autoresearch-doubled-glm-5-2-throughput-production-traffic-broke-it", "markdown": "https://wpnews.pro/news/autoresearch-doubled-glm-5-2-throughput-production-traffic-broke-it.md", "text": "https://wpnews.pro/news/autoresearch-doubled-glm-5-2-throughput-production-traffic-broke-it.txt", "jsonld": "https://wpnews.pro/news/autoresearch-doubled-glm-5-2-throughput-production-traffic-broke-it.jsonld"}}