--- 格式版本: 2 标题: "The Next Platform: Control News" 原文链接: "https://www.nextplatform.com/control" 发布日期: "2026-07-15" 发布时间校准状态: "found" 发布时间需复核: "否" 发布时间来源: "llm:scrape:provider_published_at" 发布时间证据: "provider publishedAt: 2026-07-15" 发布时间校准原因: "根据优先级规则，Firecrawl/provider publishedAt 是最高优先级的候选，且无证据表明其为排除项。" 发布时间校准置信度: "1" 发布时间候选数量: 28 发布时间严格候选数量: 12 发布时间原页读取状态: "原页面已读取" 发布时间未找到原因: "" 发布时间校准时间: "2026-07-23T10:04:28+08:00" 发布时间仲裁状态: "confirmed" 发布时间仲裁尝试次数: 1 发布时间仲裁耗时毫秒: 4759 发现时间: "2026-07-23T10:02:03+08:00" 入库时间: "2026-07-23T02:04:34.339Z" 来源平台: "The Next Platform 搜索" 搜索渠道: "source_template" 搜索词: "https://www.nextplatform.com/?s=Liquid%20Cooling" 匹配关键词: - "Liquid Cooling" - "GPU" 相关厂家: - "NVIDIA" - "AWS" - "Google" - "Broadcom" 相关专家: [] 内容类型: "网页" 抓取工具: "Free Fetch + Defuddle" 清洗工具: "Defuddle Markdown + Defuddle/Readability 正文提取" 原始附件: [] AI优质: "否" AI打分: 8 AI分档: "非优质" AI质检状态: "不通过" AI打分理由: "正文为网站栏目列表页，仅展示无关文章链接，无任何超节点/AI Rack/液冷/供电/互连等主题内容，虽命中搜索词但完全无关，属低价值入口页。" AI质检模型: "deepseek-v4-flash" AI质检时间: "2026-07-24T17:48:01+08:00" AI主题相关性: 0 AI来源权威性: 8 AI新颖性: 0 AI技术细节: 0 AI商业部署信号: 0 AI完整性: 0 采集批次: "2026年7月22日17点35分09秒" 采集批次ID: "20260722-173509-310" 去重键: "https://www.nextplatform.com/control" --- ![Go to frontpage. 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Logo, The Next Platform[![](https://image.nextplatform.com/5271551.jpg?imageId=5271551&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=530&height=350&format=webp&format=webp) ](https://www.nextplatform.com/control/2026/07/15/sres-to-ai-agents-prove-yourself-before-you-touch-production/5271533) [ July 15, 2026 ](https://www.nextplatform.com/control/2026/07/15/sres-to-ai-agents-prove-yourself-before-you-touch-production/5271533)[![](https://image.nextplatform.com/5218437.jpg?imageId=5218437&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=530&height=250&format=webp&format=webp) ](https://www.nextplatform.com/control/2026/04/21/imagine-an-army-of-ai-minions-handling-incident-response/5218435) [ April 21, 2026 ](https://www.nextplatform.com/control/2026/04/21/imagine-an-army-of-ai-minions-handling-incident-response/5218435)[April 8, 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