爪云（Claw Cloud）将于2026年6月30日关停所有VPS、VDS及托管业务。用户需立即备份数据并申请退款，退款按剩余服务时长比例处理，需手动提交工单。转移服务器的用户无法退款，关停后数据将被永久销毁，用户需在规定时间内完成操作以避免损失。

Ubuntu has outlined its AI strategy, describing it as a deliberate departure from industry trends towards cloud-centric, AI-first operating systems. Instead, the company says, Ubuntu will focus...

At the recent Next ‘26 conference, Google introduced Google Cloud Fraud Defense, the successor to reCAPTCHA. The platform goes beyond basic bot detection to address broader online fraud across...

Kubernetes v1.36引入了新的alpha计数器metric route_controller_route_sync_total，用于Cloud Controller Manager的路由控制器。该计数器在与云提供商同步路由时递增，验证CloudControllerManagerWatchBasedRoutesReconciliation功能，通过观察节点变化减少不必要的API调用，提高资源利用效率。启用后，计数器仅在节点实际变化时递增，适用于变化不频繁的集群。

The Local-First AI Inference pattern routes 70–80% of documents to deterministic local extraction at zero API cost, reserving Azure OpenAI calls for edge cases and flagging low-confidence results...

FastAPI已成为构建现代Web应用的热门框架，特别适用于AI和机器学习项目。通过FastAPI Cloud，开发者可以快速部署应用，无需复杂配置。本文介绍了如何创建一个实时金银价格仪表板，使用FastAPI获取API数据并展示，部署过程简单，用户可通过命令行快速完成设置，最终获得可公开访问的应用链接。

Autonomous AI agents break Kubernetes security assumptions with dynamic dependencies, multi-domain credentials, and unpredictable resource use. This article covers production-tested patterns:...

Frank Yu shares Coinbase’s engineering philosophy for building resilient, fair, and fast financial exchanges. He explains the power of a single-threaded architecture combined with the Raft...

Sovereign fault domains are failure boundaries defined by legal, political, or physical jurisdiction rather than hardware topology. The article maps geopolitical events to known...