vBrownBag

AI Agents Made Simple: Everything You Need to Know


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Join us as Du'An breaks down AI agents in a way that actually makes sense - what they are, how to use them, and how to get started today.

Du'An walks through the fundamentals of AI agents with live demos and practical code examples you can use immediately. You'll learn about agent frameworks, when to use agents versus simple LLM calls, building your first agent, and real-world applications from bookmark management to automated workflows. This episode cuts through the hype with realistic expectations about what agents can and can't do, while showing you concrete examples including MCP servers, Strands Pack, and Du'An's personal second brain system.

Timestamps

0:00 Welcome & Introduction

1:39 Du'An's Background & Previous Episode Success

3:06 Segueing from Last Week's Episode

4:03 CEOs Vibe Coding Discussion

6:49 Real Estate Developer Building Apps Story

8:23 Getting Started with the Presentation

  • 12:45 What Are AI Agents?
  • 18:22 Agent Frameworks Overview
  • 24:16 When to Use Agents vs Simple LLM Calls
  • 30:41 Building Your First Agent
  • 36:52 Live Demo: Strands Pack
  • 42:18 MCP Servers Explained
  • 47:35 WriteStats MCP Demo
  • 52:14 Real-World Applications
  • 58:33 Du'An's Second Brain System
  • 1:04:01 Bookmark Manager Walkthrough
  • 1:07:17 Organizing Cloud Storage & Email
  • 1:09:06 Wrap-up & Next Episode Teaser
  • How to find Du'An:

    https://www.duanlightfoot.com/

    https://github.com/labeveryday/

    Links from the show:

    https://github.com/labeveryday/strands-pack

    https://github.com/labeveryday/writestat-mcp

    https://github.com/labeveryday/bookmark-manager-site

    https://bookmarks.duanlightfoot.com/

    https://github.com/openai/whisper

    https://openai.com/index/whisper/

    ...more
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    vBrownBagBy vBrownBag

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