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#MCP/tool use

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10/6Tue
10/4Sun
10/3Sat
  4. TonyBai80

    Pi 1.0 is out: the Agent engine behind OpenClaw now takes in MCP and ships Pi Durable with crash recovery

    On October 1, the Earendil team released the Agent Harness Pi 1.0, with roughly 11.1 stars and 1.4 forks on GitHub, plus an experimental new package called Pi Durable.

    Why it matters: Pi 1.0 and Pi Durable bring distributed concepts like checkpoints, idempotent commits, and ownership trees into the Agent runtime, which you can use to weigh the engineering trade-offs of long-running Agents.

10/2Fri
9/29Tue
  1. Simon Willison · Coding Agents78

    Live from OpenAI DevDay 2026: Dots personal agent, GPT-6.1 Sol, and Ultrafast announced

    Simon Willison live-blogged the OpenAI DevDay 2026 keynote from Fort Mason in San Francisco, where OpenAI announced the personal agent Dots, ChatGPT Space, GPT-6.1 Sol, Ultrafast, and more.

    Why it matters: A running, item-by-item record of what OpenAI announced at DevDay, for a quick look at what Dots, GPT-6.1 Sol, Ultrafast, and Codex Security actually look like.

  2. Tproger · Программирование88

    OpenAI 在 DevDay 发布 GPT-6.1 Sol，价格仅为 Astra 的五分之一

    OpenAI 在 9 月 29 日旧金山 DevDay 上发布 GPT-6.1 Sol，API 名为 gpt-6.1-sol，定价为每百万输入 token 2 美元、输出 10 美元，缓存输入 0.10 美元，标准价格是 GPT-6 Astra 的五分之一。

    Awaiting translation

    Why it matters: OpenAI DevDay 发布 GPT-6.1 Sol，价格降至 Astra 的五分之一，并同步更新 Codex、Agents API 与插件体系，可据此判断成本与工具链变化。

9/28Mon
9/27Sun
  1. Tproger · Программирование14

    Buda 1.29.1 新增通过 API 编辑已发布内容

    Buda 1.29.1 发布，为这一协调 AI 智能体处理工作任务的云环境新增 API，可编辑 Community 中此前已发布的帖子和回复。使用 API 密钥发布内容的应用和智能体可借此修正错别字、调整措辞或替换图片，且只有创建该记录的账号才能编辑，发布链接保持不变。该改动让智能体无需新建记录即可修正结果，集成开发者应在内容校验和更新流程中加入编辑调用。

    Awaiting translation

  3. Tproger · Программирование15

    protoAgent 0.183.1 修复 PR 重复评审与命令重复下发

    protoLabsAI 发布 protoAgent 0.183.1，包含四项修复且不改动配置。pr-reviewer 插件不再对同一版本 PR 重复评审，后台进程改为旧副本先退出再启动新副本；终端控制面板修复了跨轮次重复向智能体下发命令的问题。使用 pr-reviewer 的智能体需更新并重启才能生效。

    Awaiting translation

9/26Sat
9/25Fri
9/24Thu
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9/22Tue
9/15Tue
  1. Cline · Blog62

    Cline releases the open-source desktop app Cline Desktop, aimed at open-weight models.

    Cline has released an early version of its open-source desktop app, Cline Desktop, moving the agent runtime that previously lived in the VS Code extension and CLI into a standalone workspace. It supports parallel sessions, scheduled tasks, and a Marketplace for extending tools and integrations.

    Why it matters: The official release lays out the desktop app's capabilities and open entry points, so readers can judge whether it fits their multi-agent parallel workloads.

9/2Wed
  1. Cursor · Changelog66

    Cursor launches self-hosted machines, keeping tool execution within your own network

    Cursor supports self-hosted machines: code repositories, build artifacts, and secrets all stay on internal machines within your own infrastructure, and the agent handles tool calls locally. My Machines connects a single laptop or VM to a personal workflow, while Team Pools are named worker queues for teams or enterprises—scaling capacity up with requests and down when workers disconnect. Pools aren't tied to code repositories, and idle machines can sleep and then resume within a reconnection window.

    Why it matters: The official docs lay out pooled scheduling and sandbox integration for self-hosted machines, so readers can judge whether tool execution can stay within their own network.

8/25Tue
8/19Wed
  1. OpenAI Developer Blog · Codex71

    OpenAI open-sources the Codex harness and the app-server client protocol

    OpenAI has open-sourced the harness that drives the Codex app, CLI, and IDE extensions, and through the Codex app-server client protocol it exposes capabilities like creating threads, starting turns, receiving events, and handling approval requests.

    Why it matters: With the Codex harness and app-server protocol now public, developers can see how to embed the agent in their own products and where the boundaries are.

8/8Sat
8/5Wed
  1. Vercel · v0 Blog62

    Vercel ships v0 API for programmatic access to its app-generation agent

    Vercel ships v0 API, giving programmatic, headless access to the v0 app-generation agent: send a prompt, v0 generates an app, spins up a dev server in the Vercel Sandbox, and returns a preview URL you can embed in your own UI. The API is now generally available.

    Why it matters: v0 opens up its app-generation capability as an API, so readers can judge how to wire it into their own product or agent workflow.

7/29Wed
7/15Wed
5/4Mon
  1. Jesse Vincent32

    Superpowers 5.1.0 发布

    Superpowers 5.1.0 发布，重做了 git worktree 的使用方式，以适配 Claude Code 和 Codex 对 worktree 的一等支持。该版本移除了早期遗留的废弃 slash 命令，将 code reviewer 子智能体改为带自定义提示词的普通子智能体，并新增对 Factory Droid 的支持、优化 OpenCode 集成。

    Awaiting translation

2/26Thu
10/16Thu
  1. Jesse Vincent78

    Anthropic launches its official Skills system across Claude Code, Claude.ai, and the Claude API

    Anthropic rolled out its first-party Skills system simultaneously on Claude Code, Claude.ai, and the Claude API, and author Jesse Vincent quickly followed with a new version of Superpowers built on the official Skills.

    Why it matters: Drawing on nearly a month of hands-on use, the author compares the official Skills with his own setup and lays out the trade-offs involved in migrating.