Full-stack engineer moving into AI application development — LLM pipelines, multi-agent systems, and RAG.
全栈工程师转 AI 应用开发方向,专注 LLM 应用、Multi-Agent 系统与 RAG 工程。
Selected merged and in-review code contributions:
- dsh-market (3.1k+ ⭐) — Merged PR #438: implemented “ignore update reminders until host restart” behavior in the React marketplace UI with focused regression coverage. Additional open PRs with checks passing cover screenshot cache invalidation, GitHub service-route fallbacks, external comment login, host-version filtering, and proxy URL normalization.
- dsh-web (6.7k+ ⭐) — Merged PR #1299: registered Session Archive in the community plugin index and generated market manifest; approved by the maintainer with CI and plugin-mount checks passing.
- CrewAI (58k+ ⭐) — Open PR #7221: corrected Flow persistence validation so absent state and missing IDs report distinct errors, with regression coverage for absent,
None, and empty states. Automated checks and CodeRabbit review pass; awaiting maintainer review.
A local-first session management tool: full-text search, read-only previews, version restore-as-copy, ZIP backup and recovery, a protected Recycle Bin, storage accounting, and retention policies. Includes cross-platform CI, 201 automated tests, and bilingual documentation.
Plugin market · npm · Releases
A visual customization plugin with live translucency controls and custom full-page backgrounds.
- AI application development: LLM pipelines, RAG, multi-agent systems, workflow orchestration
- Full-stack: TypeScript, React, Vue, Next.js, Node.js, Python, Java
- Local-first data, plugin architecture, automated testing, CI, release engineering
For project questions and collaboration, start a Discussion or open a focused Issue in the relevant repository.

