Skip to content

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 

Repository files navigation

Hi, I'm James

I'm a builder, engineer, and developer. I like turning fuzzy ideas into working systems: AI agents, developer tools, infrastructure, and small utilities that make daily engineering feel lighter.

Current Workbench

AI and learning-first systems

  • tiny-rag-lab - a learning-first RAG engine with visual tools for exploring classic RAG mechanics through code, traces, and playback.
  • tiny-corpus-workbench - an inspectable workbench for trustworthy and reversible corpus preparation before typical RAG processing.
  • tiny-duo-infer - a learning-first LLM inference engine built from scratch in Python and MLX, with a local OpenAI-compatible Chat Completions API.
  • tiny-gpt - built GPT from scratch through hands-on ML practice.
  • neetcode-submissions - algorithm and ML practice notes from NeetCode.

Agents and developer workflow

  • plan-build-review - a gated, role-based workflow, with independently reviewed plans, task-by-task delivery, and explicit approval checkpoints.
  • human-in-loop-workflow - a simple, well-behaved workflow for human-reviewed agent work.
  • zot - a lightweight Go coding-agent harness fork where I contributed session behavior fixes upstream.
  • zot-goal - a TypeScript extension for goal-oriented agent runs.
  • holon - a local workbench for agents doing continuous work across sessions and commands.

Practical tools and personal apps

  • Rewritr - a native macOS app that rewrites English into more natural, native-like text using your own OpenAI-compatible provider.
  • Porta - a native macOS app for finding and killing orphan listening ports.
  • climb-coach - a climbing coach app and a personal gift project.
  • Windows_Hotkey - useful scripts and hotkeys for working on Windows.

Earlier projects

Open Source Contributions

Recent contributions to:

Long-Running Interests

  • Distributed systems, databases, messaging, DevOps, and backend infrastructure.
  • Go, Python, Java, and shell scripts.
  • RAG systems, local inference, coding agents, and developer tools.

About

Profile README for Jia Wei

Resources

Stars

0 stars

Watchers

0 watching

Forks

Contributors