Pocket Flow
Zachary HuangPocket Flow: 100-line LLM framework for Agentic Coding
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 27 | Subscribers | Read | pocketflow.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
LLM Agents & Prompt Engineering: A Warrior's Guide to Clear Commands
> You've forged a legendary warrior with the perfect arsenal and taught them to navigate any dungeon. But what happens when your commands are as clear as mud? "Attack the thing!" you shout. Which thing? With what weapon? Your warrior stands...
LLM Agents & Context: A Warrior's Guide to Navigating the Dungeon
> Your agent has a legendary sword and a powerful spellbook. But what good are weapons if your warrior is lost in a sprawling dungeon, unable to remember which rooms are cleared and which hold treasure? In this guide, you'll learn the three...
LLM Agent's Arsenal: A Beginner's Guide to the Action Space
> Ever sent your AI agent into the "battle" of a complex task, only to watch it fumble with a blunt sword or use the wrong weapon for the fight? When an agent fails, our first instinct is to blame its "brain" (the LLM). But the real culprit...
The Easiest Way to Build an AI Chatbot for Your Website (Full Dev Tutorial)
> Want to build an AI chatbot for your website, but worried about the complexity? Are you picturing a maintenance nightmare of endless data updates and complex pipelines? Good news. This tutorial shows you how to build a lightweight AI chat...
Authors
The writers behind this newsletter.
Researcher @MSFTResearch AI Frontiers. I work on LLM Agents and Sys | Phd@ColumbiaCompSci | Prev: @GraySystemsLab @databricks | Fellowship: @GoogleAI
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