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你好,我是 Mark。

做 AI 架构和全栈开发,专注构建 AI 系统与工具

我长期实践 Go 服务、分布式系统、TypeScript 应用和 LLM 工作流,分享系统构建中的经验与踩坑后的判断。

查看当前构建

Dense-Mem 现已开放免费体验,支持 AI 记忆管理和团队知识协作。

试用演示查看仓库

精选项目

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Dense-Mem

Standalone HTTP MCP memory server for LLM hosts with durable graph memory, typed claims and facts, server-side embeddings, team/profile isolation, and recall.

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agentool

Vercel AI SDK tool suite with production-ready agent tools for file operations, shell execution, code search, web fetching, memory, and context compaction.

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GitVibe

Maintainer-gated AI development pipeline for GitHub issues, discussions, labels, workflows, branches, and pull requests.

已发布作品

带有持久标识符、可引用的研究、预印本和技术产物。

预印本

Governed Enterprise AI Memory Beyond RAG: From Vector Retrieval to Permissioned Knowledge Graphs

Explores how permissioned, provenance-preserving knowledge graphs can support enterprise AI memory beyond conventional vector retrieval.