运行时与基础设施

NVIDIA OpenShell 把 sandbox、网络、凭证和 policy 控制放在 Agent workload 外，由 Supervisor 执行真实权限边界。

Cloudflare and Fastly network data reveal repeated crawling, origin costs, access-policy questions, and the returns websites get from machine traffic.

结合 Cloudflare 与 Fastly 的网络数据，分析机器流量的重复抓取、回源成本、访问策略和价值回报。

MentraOS runs Miniapps in a phone runtime, sharing a connection to manage input, output, hardware capabilities, and permissions across smart glasses.

MentraOS 把 Miniapp 放在手机 Runtime，通过共享连接管理多款智能眼镜的输入输出、设备能力和权限。

After Copilot Code builds an internal tool, Managed Runtime handles Git, dev environments, Entra ID, connectors, previews, deployment, and governance.

Copilot Code 生成内部工具后，Managed Runtime 接管 Git、受控开发环境、Entra ID、连接器、预览、部署和企业治理。

从 Codex 网络策略更新出发，解释 HTTP 重定向、长响应与 WebSocket 为什么需要可撤销许可，以及工具权限和网络权限为什么必须分层。

Codex network policy changes explain revocable permits for redirects, long responses, and WebSockets, and why tool and network permissions need separate layers.

The GitHub Copilot OpenTelemetry update explains agent traces, spans, metrics, events, content capture boundaries, and a telemetry adapter for Lora PI Kit.

从 GitHub Copilot 的 OpenTelemetry 更新出发，解释 Agent Trace、Span、Metrics、Events、内容采集边界，以及 Lora PI Kit 如何接入标准遥测。

GPT-6 adds cache breakpoints, diagnostics, prewarming, and mutable configuration. Long-running agents need stable shared prefixes and cache-hit monitoring.