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ZedingZhang/README.md

Zeding Zhang

AI agent engineer with production C++ experience.

I build coding-agent infrastructure, repository intelligence systems, and deployable AI workflows with a bias toward reliability, auditability, and deterministic verification.

Website · Email

Current Focus

  • Coding-agent safety: sandboxed execution, policy checks, audit trails, replayable artifacts
  • Repository intelligence: code-aware retrieval, citations, MCP tools, approval-gated maintenance
  • Local-first agent design: deterministic pipelines, BM25/AST retrieval, test-driven verification

Featured Work

Project What it demonstrates Status
RepoAirlock Safety-oriented execution harness for coding agents: Docker isolation, policy enforcement, audit trails, patch replay, HTML reports v0.1.1-alpha
CodePipe Deterministic local-first coding agent with a fixed expert pipeline, BM25 + AST retrieval, fuzzy patching, and pytest verification v0.1.0-alpha
RepoRAG Source-grounded repository RAG plus an approval-gated code maintenance workbench with LangGraph, MCP, and security guards 159-test implementation
GEO Lens Production-style full-stack AI SaaS for GEO / AI-search visibility workflows Live Demo

Additional Work

  • DMS-MultiTask — lightweight driver monitoring model with 1.14M parameters and TensorRT-ready deployment
  • VLM Data Closedloop — VLM-assisted hard-example mining, annotation, and augmentation pipeline for cabin monitoring
  • Huazhou Dictionary — offline WeChat mini program for Huazhou dialect lookup with 4,310 entries

Stack

Python · TypeScript · C++ · FastAPI · LangGraph · PostgreSQL · Docker · PyTorch · TensorRT · MCP

Pinned Loading

  1. repoairlock repoairlock Public

    Safety-oriented execution harness for coding agents — Docker sandbox, audit trails, policy enforcement, HTML reports

    Python

  2. reporag reporag Public

    RAG assistant for understanding GitHub repositories with code-aware retrieval and citations.

    Python

  3. codepipe codepipe Public

    Multi-language, local-first deterministic pipeline coding agent. 200 tests, 7-phase architecture.

    Python

  4. geo-lens geo-lens Public

    Open-source GEO platform for AI search visibility, citation diagnosis, content optimization, and demo-safe LLM workflows.

    TypeScript