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Achievement: Pair Extraordinairex3Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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jieyao-MilestoneHub/README.md

Hi, I'm ChiehYao Hsu 👋

I’m Joel — an LLM Application Engineer who enjoys turning AI capabilities into real, usable systems.

My recent work focuses on agent workflows, tool-using LLM applications, workflow automation, and secure deployment patterns. I’m especially interested in how to make AI systems not only powerful, but also practical, auditable, and production-friendly.

  • 🌱 Currently building around AI agents, MCP-style tool orchestration, and LLM workflows
  • 🛠️ Interested in automation, developer tooling, and cloud-based AI systems
  • 🛡️ Exploring how to make AI applications more secure, structured, and reliable
  • 🤝 Open to collaborating on LLM application and AI engineering projects

Published Packages

A few small tools I’ve published while exploring agent scaffolding, MCP server development, and AI-assisted development workflows.

Package Ecosystem Contribution Area Purpose
langgraph-forge PyPI LangGraph agent scaffolding A starter toolkit for setting up runnable LangGraph agent projects with common providers, patterns, and deployment options.
mcp-forge-cli PyPI MCP project generator A CLI for bootstrapping structured MCP server projects without hand-creating the same project layout each time.
mcp-forge-core PyPI MCP server framework A lightweight core layer for building MCP servers with cleaner interfaces and swappable provider implementations.
@hey-echodev/cli npm AI / developer workflow CLI A terminal-first tool for keeping useful project context around AI-assisted development workflows.

Selected Work

Project Recognition What it does
AI-Filing-System 2025 Qualcomm Hackathon Champion An AI-powered file organization system that analyzes and categorizes documents automatically.

Technologies I Use

Python TypeScript FastAPI Docker AWS GCP Amazon Bedrock

LLM Applications AI Agents Tool Orchestration Workflow Automation

Pinned Loading

  1. CoreNovus/mcp-forge CoreNovus/mcp-forge Public

    Framework for building MCP servers with swappable providers. Scaffold and develop production-ready servers in minutes.

    Python 1

  2. auditable-aw auditable-aw Public

    Multi-agent AI workspace with role isolation and auditable contract governance (with Claude Code).

    TypeScript 2

  3. apache/airflow apache/airflow Public

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    Python 45.5k 17.1k

  4. EchoDev EchoDev Public

    Design memory for AI coding.

    TypeScript 1 1

  5. openclaw-secure-stack openclaw-secure-stack Public

    Security-hardened OpenClaw + Codex automation stack: Telegram → gateway → narrow HTTP bridge → deploy/codex/DB workers. Defense-in-depth with internal-only Docker network, Bearer auth, read-only co…

    Shell 1

  6. leoliu5550/AI-Filing-System leoliu5550/AI-Filing-System Public

    Python 2 1