之前一直用 cli，最近服务器用上了 1password controller，终于官方支持了。

Today we announce 1Password for Agents platform, building with companies @Muse, SpaceX Super Intelligence Grok @Bot, @AnthropicAI’s @Claudeai, @OpenAI, @TownAI, @Browserbase, @Browser_use, @heydana_ai, Instinct, @usekernel, @Perplexity_ai, @tryramp, @Tomo, and @wajo_ai, with more integrations on the way. 🎉 We've heard from so many of our customers who want to use these new personal AI agents to help them get more done, but want more control over what the agent can access with the same trust and ease of use they get when using 1Password directly. 1Password for Agents gives your agents access without giving up your passwords. When an agent reaches a sign-in form, it requests a credential from your vault. If you approve the request, 1Password directly auto-fills the credential in the destination site so the agent can’t see or take possession of the credentials. The agent gets the task done, but it doesn’t get your passwords.. You stay in control. 1Password for Agents free and optional for personal and family accounts. Unless you opt-in to an agent connector, agents cannot touch your vault. ➡️Learn more: bit.ly/487da6J

现在大家都用什么 CI 服务？自从我的 agents 每天提交超过 1000 次以来，我已经花了 4500 美金给 github actions 跑 CI 了。本地我建了个 runner 自己跑但是并发也有限。这个已经严重限制 PR 的合并了。

Codex 今天接管了我的拓竹 3D 打印机。 我之前在 X 上给大家分享过一个高速扫描项目，就是直接把 iPad 当作快速扫描仪，用 AI 纠正纸张和书籍在快速翻页时的各种变形，形成一套录入系统，再把这些内容组装成 MCP 可以调用的记忆，方便各个 agent 或 personal agent 接入。 我让它自己设计一个扫描支架，要支持扫描 A4 纸张时的最低对焦距离，同时设计得好看一些，然后让它直接操作 3D 打印机进行生产。整个过程全自动，在手机上就能完成。

坐稳了，egg v4 开始发车。 eggjs.org/zh-CN/releases/egg…