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在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[1731,1290,1732,1733,1734],"showcase","home-assistant","nix","infrastructure",{"title":1736,"description":1737,"path":1738,"category":177,"date":374,"updatedAt":374,"sourceType":187,"source":1739,"tags":1740},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[508,215,708,1627,632],{"title":1742,"description":1743,"path":1744,"category":177,"date":374,"updatedAt":374,"sourceType":187,"source":1745,"tags":1746},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[911,798,508,799,233],{"title":1748,"description":1749,"path":1750,"category":1380,"date":1354,"updatedAt":266,"sourceType":1048,"source":1382,"tags":1751},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[908,981,909,226,234],{"title":1753,"description":1754,"path":1755,"category":177,"date":325,"updatedAt":325,"sourceType":187,"source":1756,"tags":1757},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[215,317,574,566,581],{"title":1759,"description":1760,"path":1761,"category":177,"date":395,"updatedAt":395,"sourceType":187,"source":1756,"tags":1762},"OpenClaw 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node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[370,519,211,520,521],{"title":1794,"description":1795,"path":1796,"category":1353,"date":282,"updatedAt":282,"sourceType":187,"source":1797,"tags":1798},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[269,1337,1799,1338,911],"install",{"title":1801,"description":1802,"path":1803,"category":177,"date":751,"updatedAt":751,"sourceType":187,"source":1632,"tags":1804},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[923,471,449,520,284],{"title":1806,"description":1807,"path":1808,"category":177,"date":395,"updatedAt":395,"sourceType":187,"source":1809,"tags":1810},"OpenClaw 正在把 Dashboard、WebChat 和 WebSocket 收成一套 operator surface","官方最近围绕 Dashboard、WebChat 和 Gateway Protocol 的文档更新，越来越清楚地把这些入口解释成同一套 operator surface 的不同层，而不是彼此割裂的功能页。","/news/openclaw-operator-surface-convergence-watch-2026-03-29","https://docs.openclaw.ai/gateway/protocol",[270,340,759,923,371],{"title":1812,"description":1813,"path":1814,"category":177,"date":178,"updatedAt":178,"sourceType":187,"source":1656,"tags":1815},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[480,333,370,469,632],{"title":1841,"description":1842,"path":1843,"category":177,"date":395,"updatedAt":395,"sourceType":187,"source":1844,"tags":1845},"OpenClaw 的 provider 故障恢复正在变成一条更清楚的梯子","官方最近围绕 Model Failover、Gateway Troubleshooting、LiteLLM 和 Cloudflare AI Gateway 的文档更新，正在把模型故障从“直接换模型”收敛成更清楚的几层：能力条件、profile 轮转、统一网关和跨模型 fallback。","/news/openclaw-provider-recovery-ladder-watch-2026-03-29","https://docs.openclaw.ai/concepts/model-failover",[480,995,333,211,233],{"title":1847,"description":1848,"path":1849,"category":1353,"date":282,"updatedAt":282,"sourceType":187,"source":1555,"tags":1850},"OpenClaw 发布观察：2026.3.13 恢复型 Release 暴露出版本跟踪里最容易忽略的三层差异","基于 2026 年 3 月 21 日可见的 GitHub Releases 页面，整理 OpenClaw 2026.3.13 恢复型 Release 的关键信号，以及中文站在跟踪版本时最该注意的 npm 版本、Git tag 和 GitHub Release 名称差异。","/news/openclaw-release-watch-2026-03-21",[908,909,911,910],{"title":1852,"description":1853,"path":1854,"category":177,"date":374,"updatedAt":374,"sourceType":187,"source":1574,"tags":1855},"OpenClaw 的远程管理员面边界越来越清楚","官方最近围绕 Dashboard、Pairing、Gateway-owned pairing 与 nodes 的文档更新，正在把远程协作、浏览器入口和设备接入的边界拆得更清楚。","/news/openclaw-remote-admin-watch-2026-03-22",[270,520,370,284,813],{"title":1857,"description":1858,"path":1859,"category":177,"date":178,"updatedAt":178,"sourceType":187,"source":1860,"tags":1861},"OpenClaw 的 routing precedence 正在成为更明确的排障坐标系","官方最近围绕 Channel Routing 的写法，正在把 peer、thread inheritance、guild、team、account 和 channel 等命中层级固定下来，让路由排障越来越像查规则，而不是猜模型。","/news/openclaw-routing-precedence-watch-2026-03-25","https://docs.openclaw.ai/channels/channel-routing",[193,376,1862,213,191],"threads",{"title":1864,"description":1865,"path":1866,"category":177,"date":178,"updatedAt":178,"sourceType":187,"source":1867,"tags":1868},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1229,1869,1870,1228,233],"snapshot","rotation",{"title":1872,"description":1873,"path":1874,"category":177,"date":178,"updatedAt":178,"sourceType":187,"source":1739,"tags":1875},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[389,234,1098,520,949],{"title":1877,"description":1878,"path":1879,"category":177,"date":325,"updatedAt":325,"sourceType":187,"source":1880,"tags":1881},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 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