你好！
我是 aaaaxiaoxu/ Liwei
Agent 系统与全栈开发者
Hello!
I'm aaaaxiaoxu/ Liwei
Agent Systems & Full-Stack Developer
关于我
我是一名专注于 Agent 系统与全栈产品开发的独立开发者，目前在上海交通大学参与 bid-source 智能标讯接入系统开发。
我喜欢把模型能力落到真实、可验证的工程系统中：从 DSH/Cordis Agent Runtime、Docker 隔离执行与持久化任务链路，到已经上线的「知账」微信小程序和 Diffus.me 的产品功能。开发过程中，我重视清晰的系统边界、自动化测试与生产可靠性，也持续探索多 Agent 模拟、RAG 和 AI 工作流。
About Me
I'm an independent developer focused on agent systems and full-stack product engineering. I currently work on bid-source at Shanghai Jiao Tong University.
I enjoy turning model capabilities into real, verifiable systems—from DSH/Cordis agent runtimes, sandboxed execution, and persistent job workflows to the live ZhiZhang WeChat Mini Program and production features for Diffus.me. I care about clear system boundaries, automated testing, and production reliability, while continuing to explore multi-agent simulation, RAG, and AI workflows.
实习经历
Agent 开发实习生
上海交通大学- 参与 bid-source 智能标讯来源接入系统开发，构建基于 DSH/Cordis 的 Agent Runtime，使 Agent 能够调查真实标讯网站、生成 Python Adapter，并通过确定性验证与有限修复形成候选产物。
- 将 DeepSeek Harness 能力迁移为项目内第一方 TypeScript/Cordis 模块，统一 Agent、Session、Prompt、Tool、LLM Route 和 Run 生命周期，并清理旧运行时与兼容路径。
- 构建 Run-owned Docker Execution World、可信 SourceInspector、Candidate Validator 与 Clean-room 验证边界，隔离 Agent 生成代码、凭据、宿主机文件和网络访问。
- 接入 BullMQ、Redis 和 MySQL，完成 Worker 任务所有权、幂等重投、租约与取消、状态投影及结果 Checkpoint，并通过 Vitest、Pytest、Docker 集成测试和真实来源回归进行验证。
全栈工程师
Graviti- 负责 Diffus.me AI 图像生成平台的前后端开发，参与从界面交互、业务功能到 API 与数据服务的完整交付。
- 使用 Nuxt 开发前端页面、交互组件与状态管理，持续完善网站核心功能和用户体验。
- 使用 Python、FastAPI 与 Pydantic 实现后端 API、请求校验和业务逻辑，并使用 MongoDB 与 MySQL 管理业务数据。
Internship Experience
Agent Development Intern
Shanghai Jiao Tong University- Developed bid-source, an agent-driven tender source onboarding system where a DSH/Cordis runtime investigates real websites, generates Python adapters, and iterates against deterministic validation.
- Migrated DeepSeek Harness capabilities into first-party TypeScript/Cordis modules, unifying Agent, Session, Prompt, Tool, LLM Route, and Run lifecycles while removing legacy runtime paths.
- Built run-owned Docker execution worlds and trusted SourceInspector, Candidate Validator, and clean-room boundaries to isolate generated code, credentials, host files, and network access.
- Integrated BullMQ, Redis, and MySQL for worker ownership, idempotent retries, leases, cancellation, state projection, and result checkpoints, validated through Vitest, Pytest, Docker integration tests, and live-source regression.
Full-Stack Engineer
Graviti- Developed the frontend and backend of Diffus.me, an AI image generation platform, contributing across user interfaces, product features, APIs, and data services.
- Built frontend pages, interactive components, and state-driven experiences with Nuxt to improve the platform's core workflows and usability.
- Implemented backend APIs, request validation, and business logic with Python, FastAPI, and Pydantic, using MongoDB and MySQL for application data.
教育经历
信息与计算科学专业
西交利物浦大学
- 本科阶段开始系统接触计算机、编程和数学建模。
高中
内蒙古师范大学附属中学
Education
BSc Information and Computing Science
Xi'an Jiaotong-Liverpool University
- Started building a foundation in computing, programming, and mathematical problem-solving.
High School
High School Affiliated to Inner Mongolia Normal University