Zachary Huang

Researcher @MSFTResearch AI Frontiers. I work on LLM Agents and Sys | Phd@ColumbiaCompSci | Prev: @GraySystemsLab @databricks | Fellowship: @GoogleAI

Joined on Mar 4, 2025 https://www.youtube.com/@ZacharyLLM?sub_confirmation=1

Zachary Huang

Aug 10

Reinforcement Learning: Multi-Armed Bandits

14 min read

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Zachary Huang

Jul 28

LLM Agents & Prompt Engineering: A Warrior's Guide to Clear Commands

8 min read

Zachary Huang

Jul 3

LLM Agents & Context: A Warrior's Guide to Navigating the Dungeon

#programming #python #beginners #tutorial

12 min read

Zachary Huang

Jul 1

LLM Agent's Arsenal: A Beginner's Guide to the Action Space

#programming #ai #llm #python

9 min read

Zachary Huang

Jun 19

The Easiest Way to Build an AI Chatbot for Your Website (Full Dev Tutorial)

#programming #llm #beginners #python

14 min read

Zachary Huang

Jun 12

Build an LLM Web App in Python from Scratch: Part 4 (FastAPI, Background Tasks & SSE)

#webdev #programming #beginners #ai

11 min read

Zachary Huang

Jun 8

Build an LLM Web App in Python from Scratch: Part 3 (FastAPI & WebSockets)

#webdev #python #ai #beginners

7 min read

Zachary Huang

Jun 5

Build an LLM Web App in Python from Scratch: Part 2 (Streamlit & FSM)

#webdev #programming #python #beginners

9 min read

Zachary Huang

Jun 1

Build an LLM Web App in Python from Scratch: Part 1 (Local CLI)

#webdev #beginners #ai #python

14 min read

Zachary Huang

May 23

Build Your Own AI Code Generator From Scratch — A PocketFlow Tutorial!

#python #programming #ai #llm

9 min read

Zachary Huang

May 14

Build Your Own Voice Chatbot From Scratch — A PocketFlow Tutorial!

#ai #python #programming #chatgpt

21 min read

Zachary Huang

May 9

The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 2)

#ai #python #nlp #opensource

21 min read

Zachary Huang

May 9

The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 1)

#ai #python #nlp #opensource

10 min read

Zachary Huang

May 6

Parallel LLM Calls from Scratch — Tutorial For Dummies (Using PocketFlow!)

#ai #llm #python #api

15 min read

Zachary Huang

May 5

Streaming LLM Responses — Tutorial For Dummies (Using PocketFlow!)

9 min read

Zachary Huang

Apr 23

Text-to-SQL from Scratch — Tutorial For Dummies (Using PocketFlow!)

#ai #beginners #python #sql

14 min read

Zachary Huang

Apr 19

Structured Output for Beginners: 3 Must-Know Prompting Tips

#ai #llm #python #beginners

19 min read

Zachary Huang

Apr 16

Build Chain-of-Thought From Scratch - Tutorial for Dummies

#rag #ai #python #llm

13 min read

Zachary Huang

Apr 13

A2A Protocol Simply Explained: Here are 3 key differences to MCP!

#ai #llm #programming #python

13 min read

Zachary Huang

Apr 9

MCP Simply Explained: Function Calling Rebranded or Genuine Breakthrough?

#ai #rag #mcp #llm

13 min read

Zachary Huang

Apr 4

AI Codebase Knowledge Builder (Full Dev Tutorial!)

#ai #github #llm #systemdesign

16 min read

Zachary Huang

Mar 31

Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

#rag #ai #python #programming

14 min read

Zachary Huang

Mar 30

I Built Pocket Flow, an LLM Framework in just 100 Lines — Here is Why

#rag #langchain #ai #nlp

8 min read

Zachary Huang

Mar 24

Build AI Agent Memory From Scratch — Tutorial For Dummies

#ai #rag #llm #python

12 min read

Zachary Huang

Mar 22

Agentic Coding: The Most Fun Way to Build LLM Apps!

8 min read

Zachary Huang

Mar 18

LLM Agents are simply Graph — Tutorial For Dummies

#llm #ai #opensource #python

11 min read

Zachary Huang

Mar 18

Building Cursor with Cursor: A Step-by-Step Guide to Creating Your Own AI Coding Agent

10 min read

Zachary Huang

Mar 13

Use AI to Generate Cold Outreach Openers

#llm #agents

9 min read

Zachary Huang

Mar 4

I Built an LLM Framework in just 100 Lines

#llm #langchain #ai #python

2 min read

DEV Community

Zachary Huang

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1 Week Community Wellness Streak

Writing Debut

Reinforcement Learning: Multi-Armed Bandits

Want to connect with Zachary Huang?

LLM Agents & Prompt Engineering: A Warrior's Guide to Clear Commands

LLM Agents & Context: A Warrior's Guide to Navigating the Dungeon

LLM Agent's Arsenal: A Beginner's Guide to the Action Space

The Easiest Way to Build an AI Chatbot for Your Website (Full Dev Tutorial)

Build an LLM Web App in Python from Scratch: Part 4 (FastAPI, Background Tasks & SSE)

Build an LLM Web App in Python from Scratch: Part 3 (FastAPI & WebSockets)

Build an LLM Web App in Python from Scratch: Part 2 (Streamlit & FSM)

Build an LLM Web App in Python from Scratch: Part 1 (Local CLI)

Build Your Own AI Code Generator From Scratch — A PocketFlow Tutorial!

Build Your Own Voice Chatbot From Scratch — A PocketFlow Tutorial!

The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 2)

The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 1)

Parallel LLM Calls from Scratch — Tutorial For Dummies (Using PocketFlow!)

Streaming LLM Responses — Tutorial For Dummies (Using PocketFlow!)

Text-to-SQL from Scratch — Tutorial For Dummies (Using PocketFlow!)

Structured Output for Beginners: 3 Must-Know Prompting Tips

Build Chain-of-Thought From Scratch - Tutorial for Dummies

A2A Protocol Simply Explained: Here are 3 key differences to MCP!

MCP Simply Explained: Function Calling Rebranded or Genuine Breakthrough?

AI Codebase Knowledge Builder (Full Dev Tutorial!)

Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

I Built Pocket Flow, an LLM Framework in just 100 Lines — Here is Why

Build AI Agent Memory From Scratch — Tutorial For Dummies

Agentic Coding: The Most Fun Way to Build LLM Apps!

LLM Agents are simply Graph — Tutorial For Dummies

Building Cursor with Cursor: A Step-by-Step Guide to Creating Your Own AI Coding Agent

Use AI to Generate Cold Outreach Openers

I Built an LLM Framework in just 100 Lines