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Portrait of Zexu Jin

Zexu Jin

靳泽旭 · Jack · Shanghai, China · @jackjin1997 · email

Hi, I'm Zexu, Jack to friends. I'm an AI engineer at WuXi Biologics in Shanghai, working on LLM agents. Before that I was the server-side tech lead at Starblazer, where I led a five-person backend team and built agent systems that run, recover, and stay maintainable. Nearly six years in backend, the last three on LLM products. When a framework breaks, I read the source and send the fix upstream.

My architecture test is simple: boundaries should be clear, failure should be visible, and complexity must buy a real outcome. New technology that misses those tests is just overhead.

  • 6ybackend
  • 3yagents
  • 5engineers led
  • +20LangChain PRs
  • +13Hermes commits
  • +19WebHarbor PRs

Releases

newest first
Jun 2026 — PresentSenior Manager, Data Science · Agentic AI

WuXi Biologics

Agent Platform Architecture

  • Knowledge-agent platform for biologics process development; architecture and spec owner
  • Every analysis output carries provenance and keeps a human in the loop
  • Spec-first collaboration with executing agents, deliveries closed with evidence

Stack · Deep Agents · LangGraph · TypeScript · Python

Sep 2022 — Mar 2026Server-Side Developer → Server-Side Tech Lead

Starblazer Tech

AI Agent Product R&D

  • Led travel AI Agent server-side architecture, Supervisor pattern dispatching 6 expert Agents, each running ReAct loops autonomously
  • 3-phase Hybrid AI engine combining LLM reasoning with real-time Web API validation, 90% itinerary generation success rate
  • Multi-LLM Fallback + tool call circuit-breaking + Redis queue buffering, ensuring zero downtime on core pipeline
  • LangSmith full-chain tracing + offline Evaluation Pipeline (LLM-as-Judge), data-driven Prompt iteration

Framework & Infrastructure

  • Designed AI-focused plugin microservice framework from scratch (7 core plugins), powering 5+ AI microservices with zero downtime
  • Auto-generated strongly-typed client SDKs, new service onboarding from 1 week to 0.5 days
  • Built AI infrastructure: vector search microservice, Prompt microservice, logging microservice (Python + S3 + Athena)

Team Lead & AI Workflow Platform

  • Led 5-person server-side team, established code review standards, championed AI-assisted programming tools for team efficiency
  • Led AI-native workflow orchestration platform (Dify/N8n equivalent) — LLM nodes + AI decision routing + vector search deeply embedded in engine
  • Successfully served banking & e-commerce clients with renewals, company established open-source community around Web Use Agent

Stack · LangChain · LangGraph · LangSmith · MCP · TypeScript · Hono · GraphQL · Kubernetes

Jul 2020 — Jul 2022Full-Stack Developer

FTL Group

esendeo Core Dev

  • SQL optimization: decomposed TypeORM O(n²) save into separate update/insert, ~80% execution time reduction
  • Billing refactoring: migrated invoice PDF to AWS Lambda async rendering, processing speed improved several times, ~50% CPU peak reduction
  • Pricing table refactoring: table splitting (pricing unit 1:n pricing range) + Redis caching, resolved billing-ordering price inconsistencies

Shopify Plugin & Tech Infra

  • Independently built esendeo-shopify plugin 0→1 (Next.js SSR + Koa), complete order pull, logistics ordering, pickup point selection flow
  • Built element-ui-extension component library unifying 3 frontend projects, ftl/typeorm utility library standardizing ORM usage
  • Developed Puppeteer/Playwright automation crawlers for customer address collection and customs HSCODE validation

Stack · Vue · React · Next.js · NestJS · PostgreSQL · Redis · AWS Lambda · Puppeteer

Education

Zhejiang University City College · B.Eng. Software Engineering · Intermediate Software Designer

Work

personal, open source and experiments · company work is in Releases
personalsince 2026-04

DenoiseDaily Tech Signal Report

A daily tech-signal judgment product — doesn't mirror raw GitHub Trending, it tells you what's worth your attention vs. what's noise. For indie developers, tech leads, and investors: 3 minutes a day to stay on top of tech trends. Engineering: Python pipeline is the sole write path, Node (Hono + Next 15) stays strictly read-only; document-first + test-first workflow.

Python · Next.js 15 · Hono · PostgreSQL · pnpm Monorepo · LLM Summary · EvalsStarted as side-product · Becoming a productdenoise.info

personalsince 2026-03

RoadbookAI Skill Roadmap Generator

AI-powered skill roadmap generator. Input JD/article/resume, LangGraph Agent auto-extracts skill trees, runs Tavily web research, generates structured learning paths. D3.js radial force graph visualization, multi-source merging, RAG chat, Obsidian export.

LangGraph · React 19 · D3.js · Express 5 · SQLite · Tavily · Vite · Tauri182 Tests · 98% Coverage · Multi-lang · Obsidian Exportroadbook.fly.dev

open sourcesince 2026-03

AgentBench-LiveCoding Agent Variance Benchmark

A reproducible benchmark for coding agents. The same agent on the same task can swing widely, so it reports min/max, task setup, Docker sandbox boundaries, and failure samples instead of only averages.

Benchmark · Docker Sandbox · Claude Code · Gemini CLI · Codex CLI · AiderVariance-aware · 10 Tasks · MITgithub.com/jackjin1997/AgentBench-Live

personalsince 2026-01

Jack WikiAI Knowledge Base

Personal AI knowledge base — RAG retrieval + multi-model chat (Claude/GPT/Gemini) + 12 AI personas + CXP context export protocol. Full-stack Clean Architecture.

Next.js 15 · Bun · tRPC · PostgreSQL · pgvector · LangChainRAG · 3 LLMs · 12 Personasjzxwiki.com

open sourcesince 2026-02

ClawForgeAgent Skills / MCP Resource Index

A curated resource index around OpenClaw and agentic intelligence: Skills, MCP servers, prompt/workflow patterns, and tool-protocol practice for personal AI assistants.

OpenClaw · MCP · Skills · Agent Tools · Resource IndexSkills · MCP · Agent Resourcesgithub.com/jackjin1997/ClawForge

experimentsince 2026-10

A little ocean

I wanted an ocean, so I made a place to spend a little time. Sail, watch the sun and moon, listen to the sea, and draw a wave with your hand.

Three.js · WebGL · Water simulation · SunCalcInteractive water · Sun and moon · Sailinga-little-ocean.vercel.app

Upstream

every row opens the merged record
  • 20 merged PRs
    LangChain / LangGraph

    Framework fixes across checkpointing, streaming function_call chunks, Gemini / Vertex tools, metadata filters, and Bedrock streaming (langchain, langgraphjs, langchainjs, langchain-aws)

  • 13 upstream commits
    Hermes / NousResearch

    Main-branch fixes for agent compression, delegate deletion, gateway routing, CLI toolsets, and env sanitizer bugs

  • 19 merged PRs
    WebHarbor / aiming-lab

    Core contributor: site mirror environments, task verifiers, and grading contracts, plus review and takeover of external contributions

  • 4 merged PRs
    openclaw / OpenViking / Cosmos

    SQLite session auto-compaction and Markdown parser fixes, a Kubernetes Helm chart, and Cosmos SDK proto cleanup

  • 2 merged PRs
    WrenAI / Canner

    MDL relationship-traversal docs correction and a core multi-relationship calculated-column test

  • 2 merged PRs
    Agentic Awesome Skills

    OSS Hunter skill plus Clean Code skill / registry stabilization

  • 2 public repos
    AgentBench-Live / ClawForge

    Coding-agent variance benchmark and OpenClaw skills / MCP / agentic resource index