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Focus: AI Agent Runtime & Execution Safety
专注方向：AI Agent 运行时与执行安全 —— 让 Agent 跑得起、跑得稳、跑得安全
Recent work 最近在做: openclaw streaming throughput · OpenSandbox SDK security · loopx Windows coordination
Rolling 12 months · 近 12 个月（截至 2026-10-31）
| Contributions ¹ | Commits | PRs merged | Issues |
|---|---|---|---|
| 3,540 | 2,290 | 158 | 185 |
¹ Includes private contributions · 含私密贡献；GitHub contribution graph, last 12 months
| Project | ⭐ | What I did |
|---|---|---|
| openclaw/openclaw | 393K | Fixed streaming re-projection stalls across HTML, JSX, code-block, and list boundaries; contained tool-call text leaks. 修复 HTML、JSX、代码块与列表边界的流式重投影卡顿，并收敛工具调用文本泄漏。 |
| bytedance/deer-flow | 84.5K | Added native Windows process spawning and PATH resolution; hardened search payloads, large inputs, and symlink tests. 实现原生 Windows Agent 启动与 PATH 解析，并增强异常搜索载荷、超大输入与 symlink 测试。 |
| agentscope-ai/QwenPaw | 36.5K | Made session-state persistence atomic and aligned channel configuration types with the built-in registry. 实现会话状态的原子化持久化，并使通道配置类型与内置注册表保持一致。 |
| opensandbox-group/OpenSandbox | 16.2K | Hardened the Go, JS, Kotlin, and C# SDKs across tenant-key isolation, SSE wake retries, idempotent writes, file-transfer timeouts, and non-UTF-8 CLI output. 加固 Go、JS、Kotlin 与 C# SDK，覆盖租户密钥隔离、SSE 唤醒重试、幂等写入、文件传输超时与非 UTF-8 CLI 输出。 |
| loopx-project/loopx | 6.4K | Added Windows machine identity for task leases, interrupted Goal recovery, UTF-8 report artifacts, CI and canary gates, and signed NSIS updates. 实现任务租约的 Windows 机器标识、中断 Goal 恢复、UTF-8 报告产物、CI 与 canary 门禁，以及 NSIS 签名更新。 |
| apache/maka | 5.9K | Closed secret-redaction gaps for fine-grained GitHub PATs and shared redactors; added bounded Electron install retries in CI. 补齐细粒度 GitHub PAT 与共享脱敏器中的密钥脱敏漏洞，并为 CI 中的 Electron 安装增加限时重试。 |
| the-open-agent/openagent | 5.7K | Added fallback-aware auto chat titles, resilient usage metadata, a Windows GUI (UIA) automation tool, and configuration fixes. 实现带回退的聊天标题自动生成、用量元数据容错、Windows GUI（UIA）自动化工具，并修复配置问题。 |
| FireRedTeam/FireRed-OpenStoryline | 3.6K | Strengthened session-restore invariants, config-secret redaction, drag-and-drop uploads, typed errors, and retries. 强化会话恢复不变量、配置密钥脱敏、拖拽上传、类型化错误与重试机制。 |
| 0xsline/OpenChatCut | 2.7K | Isolated Windows verification suites; added Ctrl-chord shortcuts, whisper.cpp token grouping, and local media import. 隔离 Windows 验证套件，并实现 Ctrl 组合快捷键、whisper.cpp 分词与本地媒体导入。 |
… and 15+ more repositories — HiRoute, agentbench, casdoor, langchain-ai/deepagents and others. 另外还有 15+ 个仓库的贡献。
| Direction | What I work on |
|---|---|
| 🧠 Agent Runtime & Reliability 运行时与可靠性 |
Session and goal lifecycle, scheduling, locks and leases, quotas, and streaming stability. 会话与目标生命周期、调度、锁与租约、配额和流式稳定性。 |
| 🛡️ Sandboxing & Execution Security 沙箱与执行安全 |
Sandbox lifecycle, egress and ingress policy, secret hygiene, and multi-language SDKs and CLIs. 沙箱生命周期、网络出入口策略、密钥卫生，以及多语言 SDK 与 CLI。 |
| 🖥️ Cross-platform Engineering 跨平台工程 |
Reliable agent tooling on Windows and WSL, with strong CI and verification gates. 让 Agent 工具在 Windows 与 WSL 上稳定可用，并建立可靠的 CI 与验证门禁。 |
- Member of @the-open-agent and @effectorHQ
两个开源组织的成员 - Long-term goal: keep making AI agents run fast, steady and safe in open source
长期目标：持续让 AI Agent 在开源世界里跑得稳、跑得安全 - Off the keyboard: football ⚽, exploring new places 🌍, meeting people with stories ✨
代码之外：足球、到处走走、认识有故事的人 - Always learning — there will always be people better than me, and that's a good thing.
永远在学习——总有人比我更强，而这正是好事。
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Happy to talk about agents, sandboxes and runtime reliability — or just to say hi.
欢迎交流 AI Agent、沙箱与运行时可靠性——也欢迎单纯打个招呼。如果我的工作对你有帮助，一颗 ⭐ 或一个关注就是最大的鼓励。
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