Software Engineer · AI Agents · RAG · Open Source
I build practical tools around AI agents and knowledge systems, with a focus on local-first software, agent memory, and document retrieval.
关注 AI Agent 与知识系统，喜欢把想法做成可用、可检查的工具。
Merged fixes for agent runtime and tool execution.
| Project | Contribution | Pull request |
|---|---|---|
| Agno | Fixed Python tool handling of None results so existing variables are not reported as missing; added regression tests. |
#10637 · Merged |
| BeeAI Framework | Prevented confirmation input from blocking the asyncio event loop; added a regression test. | #1705 · Merged |
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dsh-memory-spaces
User-governed local memory spaces for DeepSeek Harness, with explicit sharing, visible provenance, and reviewable recall. -
haiku.rag
Exploring and extending a local-first document search and RAG project with hybrid retrieval, citations, and MCP support. (Fork)
TypeScript · Python · SQLite · LanceDB · MCP