2026-07-29 每日新聞檔案

今天先抓三個工程問題:OpenClaw beta.5 要把 persistence、replay、MCP Apps 與 onboarding 放進同一張系統圖;Hermes 要把 macOS signing identity 與 TCC 權限持久化分開驗證;外部對照則用 Perplexity Personal Computer,練習把 agent / OS authority、approval 與 fallback 明確拆開。

封存時間:2026-07-29 07:01 CST

今天新增的小教學提示

先替每條消息各補三欄:① persistence / replay 或 session state source of truth;② codesign identity / TCC / docs evidence;③ agent / OS authority、approval 與 rollback。今天最容易誤判的不是模型能力,而是狀態、權限與控制邊界真正寫在哪裡。

中文 5 條

先看中文 5 條抓教學主題,再對照英文 5 條,練習怎麼把 persistence、session state、permission persistence、docs evidence 與 agent / OS boundary 改寫成工程問題。

回到今日新聞頁
  1. OpenClaw v2026.7.2-beta.5 把 state recovery、durable delivery、session rewind/fork、interactive MCP Apps 與 guided setup / local inference 放進同一版,最適合工程學生練習把持久化、回放、核准與沙箱邊界畫成一張系統圖。
    來源:查看來源(OpenClaw 官方 Release)
  2. OpenClaw 讓 web 與 terminal 共用同一份 session state,這是一條很好的狀態一致性教材:如果不同介面各自維護 session 投影,學生就要追問真正的 source of truth 在哪裡。
    來源:查看來源(OpenClaw 官方 Commit)
  3. Hermes 修正 macOS signing identity,讓 TCC 權限在 rebuild 後仍能保留;這很適合教學生把「功能能跑」與「系統權限是否持久」拆成兩個不同驗證層。
    來源:查看來源(Hermes Agent 官方 Commit)
  4. Hermes 補上 macOS TCC permission persistence 與 keychain identity opt-in 文件,這是很好的文件教材:工程修正之後,還要看 docs 是否把授權前提、持久化條件與使用者選項說清楚。
    來源:查看來源(Hermes Agent 官方 Commit)
  5. The Verge 報導 Perplexity 的 Personal Computer 想把 Windows PC 變成 AI agent,今天最值得學生追問的不是口號,而是 OS authority、工具呼叫、使用者核准與 fallback 誰來控制。
    來源:查看來源(The Verge)

English 5 Items

Use the English list to compare persistence, session-state authority, permission persistence, documentation evidence, and the agent / OS boundary.

查看本月檔案
  1. OpenClaw v2026.7.2-beta.5 bundles state recovery, durable delivery, session rewind/fork, interactive MCP Apps, and guided setup / local inference into one release, making it a strong architecture case for persistence, replay, approval, and sandbox boundaries.
    Source:Source (OpenClaw Official Release)
  2. OpenClaw makes the web and terminal share one session state, which is a compact lesson in state consistency: once different interfaces maintain separate projections, engineers have to prove which copy is the real source of truth.
    Source:Source (OpenClaw Official Commit)
  3. Hermes stabilizes the macOS signing identity so TCC grants survive rebuilds, which cleanly separates “the feature runs” from “system permissions persist correctly after rebuilds.”
    Source:Source (Hermes Agent Official Commit)
  4. Hermes adds documentation for macOS TCC permission persistence and the keychain-identity opt-in, which is a strong reminder that a fix is not complete until the docs explain the authorization preconditions and persistence model clearly.
    Source:Source (Hermes Agent Official Commit)
  5. The Verge reports that Perplexity’s Personal Computer wants to turn Windows PCs into AI agents; the engineering question is not the slogan but who controls OS authority, tool execution, user approval, and fallback.
    Source:Source (The Verge)