关于我
你好，我是听风（tingfeng347），一名 全栈开发者 & 大模型应用探索者，目前是河北工业大学计算机技术专业研一在读。我正在探索 Coding Agent、RAG、知识图谱与多智能体协作，也在持续构建开源开发工具，把学习和日常需求落地为可运行、可复用的项目。
我在关注什么
- Coding Agent 与智能体编排：围绕真实代码仓库探索工具调用、上下文管理、会话恢复与多智能体协作，让 Agent 参与完整的开发流程。
- RAG 与知识图谱：关注知识库问答、检索增强生成，以及知识图谱与 Agent 在真实业务中的结合。
- 全栈工程化：用 Python、FastAPI、Vue 3、React 等技术栈，把想法做成完整、可交付的应用。
- 模型推理与本地部署：关注 vLLM、Ollama 等推理框架，以及工具调用、上下文管理和安全可靠的开发工作流。
- 开源工具与创意实验：持续学习数据分析与 Linux 工具链，将日常需求打磨成实用工具，也通过 WindPlay 探索粒子动画、交互艺术与小游戏。
日常开发环境
日常使用 Arch Linux + Niri 进行开发，主力语言 Python，搭配 Bash 与 VS Code / Codex CLI。偏好命令行驱动的高效工作流，追求简洁、可复用的工具链。
技术栈
代表项目
windagent
可组合的 Agent 编排框架，通过声明式 YAML DSL 与可视化编辑器组合 Agent 范式，支持 CLI、Web API、Python SDK 与 TypeScript SDK，基于 LangGraph / LangChain / FastMCP / A2A 生态构建。
dsh-vscode-workbench
VS Code 风格的 DeepSeek Harness 本地开发工作台，集文件管理、Monaco 编辑、文档预览、搜索、Git、分屏终端与 DSH 对话于一体。
Yuxi
多租户 Agent Harness 平台，集成 LightRAG 知识库与知识图谱，基于 LangChain + Vue + FastAPI，支持 Neo4j、MCP 与 MinerU PDF 解析。
关于这个博客
这里记录学习过程、项目实践和踩坑复盘，内容涵盖 AI、大模型、Python、数据分析、Linux、Docker 与开发工具。希望每一次整理都能让知识更清晰，也能为路过的你提供一点参考。
About Me
Hello! I’m Tingfeng (tingfeng347), a Full-Stack Developer & LLM Applications Explorer and a first-year master’s student in Computer Technology at Hebei University of Technology. I explore coding agents, RAG, knowledge graphs, and multi-agent collaboration, while building open-source developer tools that turn learning and everyday needs into runnable, reusable projects.
Undergraduate: Henan Agricultural University · Data Science and Big Data Technology
Graduate school: Hebei University of Technology · Computer Technology
Birthday: November 25, 2003
GitHub: tingfeng347
What I Explore
- Coding Agents & Orchestration: Tool use, context management, session recovery, and multi-agent collaboration in real codebases, bringing agents into the full development workflow.
- RAG & Knowledge Graphs: Knowledge-base Q&A, retrieval-augmented generation, and connecting knowledge graphs with agents in real applications.
- Full-Stack Engineering: Building complete, deliverable applications with Python, FastAPI, Vue 3, React, and related technologies.
- Model Inference & Local Deployment: vLLM, Ollama, tool use, context management, and secure, reliable development workflows.
- Open-Source Tools & Creative Experiments: Data analysis, Linux tooling, and useful everyday utilities, alongside particle animation, interactive art, and small games through WindPlay.
Daily Development Setup
I develop on Arch Linux + Niri, primarily using Python alongside Bash and VS Code / Codex CLI. I prefer a CLI-driven, efficient workflow centered around simplicity and reusable tooling.
Tech Stack
Featured Projects
zst_agent
An intelligent customer service system built on FastAPI + Vue 3, integrating RAG and AI Agent capabilities with knowledge-base Q&A and multi-turn dialogue.
Windcode
A terminal coding agent for real codebases that understands projects, edits files, runs commands and tests, and supports multiple models, multi-agent collaboration, MCP/Skills/Plugins, session recovery, and long-term memory.
windagent
A composable agent orchestration framework with a declarative YAML DSL and visual editor, accessible through a CLI, Web API, Python SDK, and TypeScript SDK, built on LangGraph / LangChain / FastMCP / A2A.
dsh-vscode-workbench
A VS Code-style local development workbench for DeepSeek Harness — file management, Monaco editing, doc preview, search, Git, split terminals, and DSH chat in one place.
repo2career
Analyzes GitHub repos, local project directories, or PDFs to reconstruct business flows, tech choices, architecture, and call chains — generating traceable reports for resumes, STAR stories, and technical interviews.
WindPlay
A web playground for point-cloud portraits, particle animation, interactive art, and small games. Each experiment can be developed, built, and extended independently.
archtools
A TUI toolkit unifying Pacman, AUR, and Flatpak package management on Arch Linux — making package management more efficient and intuitive.
writing_agent
A multi-agent research and writing assistant built with FastAPI + Vue 3 + LangGraph, featuring planning/research/writing agents, SSE streaming, and multi-session management.
Yuxi
A multi-tenant Agent Harness platform integrating LightRAG knowledge base and knowledge graphs via LangChain + Vue + FastAPI, with Neo4j, MCP, and MinerU PDF support.
About This Blog
This blog documents my learning, projects, and troubleshooting. Topics include AI, LLMs, Python, data analysis, Linux, Docker, and developer tools. I hope each note brings clarity and offers something useful to visitors.