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
| Direction · 方向 | What I work on · 我在做什么 |
|---|---|
| 🧠 Agent Runtime & Reliability 运行时与可靠性 |
Session / goal lifecycle, scheduling, locks & leases, quotas, streaming stability 会话与目标生命周期、调度、锁与租约、配额、流式稳定性 |
| 🛡️ Sandboxing & Execution Security 沙箱与执行安全 |
Sandbox lifecycle, egress / ingress policy, secret hygiene, multi-language SDK & CLI 沙箱生命周期、网络出入口策略、密钥卫生、多语言 SDK 与 CLI |
| 🖥️ Cross-platform Engineering 跨平台工程 |
Making agent tooling rock-solid on Windows / WSL, CI health & verification gates 让 Agent 工具在 Windows / WSL 上稳定可用，CI 健康与验证门禁 |
Since March 2026 · 自 2026 年 3 月起
| Contributions ¹ | Commits | PRs Merged | Issues |
|---|---|---|---|
| 3,336 | 2,194 | 110 | 132 |
¹ Past 12 months · 近 12 个月
| Project · 项目 | ⭐ | What I did · 我做了什么 |
|---|---|---|
| openclaw/openclaw | 392K | Fixed reply stalls, tool-call text leaks and gateway event-loop blocking in streaming; hardened chunk-boundary handling 修复流式回复卡顿、工具调用文本泄漏与网关事件循环阻塞；加固分片边界处理 |
| bytedance/deer-flow | 84K | Windows agent spawn / PATH resolution, malformed web-search payload containment, oversized-payload & symlink test hardening Windows 启动与 PATH 解析、异常搜索载荷容错、超大载荷与 symlink 测试加固 |
| agentscope-ai/QwenPaw | 35.8K | Atomic session-state persistence; aligned channel config types with the built-in registry 会话状态原子化持久化；通道配置类型与内置注册表对齐 |
| opensandbox-group/OpenSandbox | 15.9K | JS / Kotlin / C# SDK file-transfer timeout fixes, TOML config editing, skills paths, non-UTF-8 CLI output JS / Kotlin / C# SDK 文件传输超时修复、TOML 配置编辑、skills 路径、非 UTF-8 输出兼容 |
| loopx-project/loopx | 6.4K | Windows lock / lease & machine-identity fixes, goal state machine, stdio UTF-8 contracts, CI & canary gates Windows 锁 / 租约与机器标识、目标状态机、stdio UTF-8 契约、CI 与 canary 门禁 |
| apache/maka | 5.8K | Plugged secret-redaction gaps (fine-grained PATs, shared redactors); made CI resilient with bounded retries 补齐密钥脱敏漏洞（细粒度 PAT、共享脱敏器）；CI 限时重试提升韧性 |
| the-open-agent/openagent | 5.7K | Auto chat titles with fallback, usage metadata resilience, a Windows GUI (UIA) automation tool, config fixes 聊天标题自动生成与回退、用量元数据容错、Windows GUI（UIA）自动化工具、配置修复 |
| FireRedTeam/FireRed-OpenStoryline | 3.5K | Session-restore invariants (fail-closed on corrupt rows), config-secret redaction, drag-and-drop upload, typed errors & retries 会话恢复不变量（损坏数据 fail-closed）、配置密钥脱敏、拖拽上传、类型化错误与重试 |
| 0xsline/OpenChatCut | 2.5K | Windows verification-suite isolation, Ctrl-chord shortcuts, whisper.cpp token grouping, local media import Windows 验证套件隔离、Ctrl 组合快捷键、whisper.cpp 分词、本地媒体导入 |
… and 10+ more repositories — HiRoute, agentbench, casdoor, langchain-ai/deepagents and others. 另外还有 10+ 个仓库的贡献。
- 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。
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。