知识图谱研究员，曾任企业架构师，长期从事企业数字化转型。现专注 AI Agent 系统，研究方向为多 Agent 的组织与协作。
Knowledge-graph researcher and former enterprise architect with a background in enterprise digital transformation. Now building AI agent systems, with a focus on multi-agent organization and collaboration.
- AI Agent 系统：多 Agent 的组织与协作
AI agent systems — multi-agent organization and collaboration - 知识图谱研究：知识表示、本体与 NLP
Knowledge-graph research — knowledge representation, ontology and NLP - 企业架构与数字化转型：曾任比亚迪数字化企业架构师（TOGAF / DAMA）
Enterprise architecture and digital transformation — formerly digital enterprise architect at BYD (TOGAF / DAMA)
| Project | About |
|---|---|
| shoa-site | Source of my personal site · 个人主页 |
| deepseek-harness-desktop | DeepSeek Harness with a Windows desktop build: an Electron shell over the dsh web profile |
| realtime_dialog | Doubao S2S example · 豆包端到端实时语音示例 |
| academic-talent-map | ATLAS academic talent map demo |
Also tracking / 在用的分支：xLyra (multi-site AI gateway), html-report-style, uu-remote-linux.
- 越改越会改：AI 自我改进卡在哪
- 能碰什么，知道什么：agent 为什么一直换形态
- Jev 与 System One：Agent 需要决策层，而不是更多聊天
- 从 Fable 5 到 Fable 5.1：系统提示词正在长成 Agent OS
More → bydziwen.top/blog
bydziwen.top · X @pand_lin · Guangzhou 广州