Cole Medin - Videos
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Knowledge Graphs in n8n are FINALLY Here!
It's finally here - knowledge graphs in n8n with the Graphiti MCP server! So many of you have been asking for me to include knowledge graphs in the RAG template I've been building on my channel so ...
The Future of AI and SaaS is Agentic Experiences (Here's How to Build Them)
Support AG-UI by giving them a star on GitHub! https://github.com/ag-ui-protocol/ag-ui There’s a good chance you’re stuck on the idea of building apps or SaaS platforms around agents - but that’s ...
This New Protocol Will Change AI Coding Forever (ACP)
The future of AI coding is here. Zed just introduced ACP (Agent Client Protocol) - an open standard (similar to MCP) that connects any code editor to any AI coding assistant. Zed’s integration is o...
Your ULTIMATE n8n RAG AI Agent Template just got a Massive Upgrade
RAG is the go-to solution for giving AI agents access to your knowledge base, but traditional RAG has major limitations - it misses context by splitting key ideas/concepts, can't connect informatio...
I Built My Claude Code Subagents DREAM TEAM to Create Any AI Agent
Here's how I used Claude Code subagents along with Archon to build my dream team of agentic coders to create any AI Agent. This template is available for you to try right now - link below! You jus...
My Top 20 Lessons from Building 100s of AI Agents (Super Actionable)
I've built hundreds of AI agents over the past couple of years and learned MANY lessons through doing so - a lot of them the hard way. I put a ton of effort into condensing all of these lessons in ...
Archon Beta Launch Livestream - What You Missed!
Be a part of the launch of the next big tool for AI coding assistants! In this condensed version of the Archon Beta launch livestream (3 hours condensed to ~1.25), I showcase the power of Archon an...
Archon Beta Launch Party (MASSIVE V2 Overhaul!)
Come be a part of the launch of the next big MCP server for AI coding assistants! I'll showcase the power of Archon, show you how to try it yourself immediately, and speak to the insane vision that...
Introducing Archon - The Revolutionary Operating System for AI Coding
- Try Hostinger Horizons (code COLEMEDIN for 10% off): https://hostinger.com/colemedinhh As powerful as AI coding assistants are, they almost completely lack two of the most important parts of con...
A Complete Guide to Claude Code - Here are ALL the Best Strategies
Here is everything you need to know to crush building anything with Claude Code! These are the strategies used by top engineers to code reliably and unbelievably fast with AI coding assistants. W...
Why is Everyone Missing This with AI Agents?! (Memory + Tools that Scale)
Most AI agents are demos that work for one user - you. But what happens when you need to scale to thousands or millions of users, and the agent needs personalized memory and tools for every user? Y...
What EVERYONE is Missing with AI Agents - Memory + Tools that Scale
- Get started with Arcade.dev to build AI agents that can actually DO things: https://arcade.dev.plug.dev/cBZAr2D - Here is the GitHub repo for the Arcade + LangGraph agent built in the long form ...
Build ANY AI Agent with this Context Engineering Blueprint
Using AI coding assistants to build AI agents should be straightforward - but if you’ve ever tried it yourself you know it’s not. There’s a lot more than you’d think that goes into creating truly p...
Context Engineering 101 - The Simple Strategy to 100x AI Coding
Context Engineering is the new big thing for AI coding - not because the concept is new, but because we're finally reaching the point where everyone realizes that putting in the effort to provide e...
Build and Ship Any MCP Server in MINUTES (Full Guide)
Building MCP servers that actually work in production requires a completely different approach than the localhost examples you see in most tutorials. MCP has evolved significantly - we now have str...
Context Engineering is the New Vibe Coding (Learn this Now)
The honeymoon phase for vibe coding is over and context engineering is the new paradigm for AI coding. Earlier this year we all fell for the vibe coding but it completely falls apart when you try t...
Introducing RAG 2.0: Agentic RAG + Knowledge Graphs (FREE Template)
Traditional RAG systems only scratch the surface of what's possible. This advanced AI agent combines vector search with knowledge graphs to create a system that understand relationships, track chan...
Introducing RAG 2.0: Agentic RAG + Knowledge Graphs (FREE Template)
Traditional RAG systems only scratch the surface of what's possible. In this video, I cover an advanced AI agent I created as a free system for you that combines vector search with knowledge graphs...
AI Code That Fixes Itself (An MCP You Can Try Now)
AI coding assistants (even the best ones like Claude Code) constantly make frustrating mistakes - wrong function names, incorrect syntax, endless debugging loops. Here I introduce a breakthrough ...
The Ultimate Guide to Local AI and AI Agents (The Future is Here)
The future of AI and AI agents is running everything locally - your LLMs, databases, agent tooling, knowledge bases, and automation platforms. No cloud dependencies, no data leaving your machine, a...
I've Been Holding Back on YouTube... But Not Anymore
I wanted to give a quick update to you on the direction of my channel and my plans to 10x the value of my content for you and your AI journey. 1. I'll be uploading once a week (Wednesdays at 7:00 ...
All the BEST RAG Strategies in ONE MCP for AI Coding Assistants
There is no denying that AI coding assistants like Cursor and Windsurf are extremely powerful, but their biggest limitation right now is they hallucinate a LOT when working with specific tools and ...
Live Q&A - Let's Chat About All Things AI & AI Agents!
In celebration of the launch of our Dynamous AI Mastery community, I did a live Q&A session last month and had an absolute BLAST chatting with all of you and answering your questions! I want to sta...
Make RAG 100x Better with Real-Time Knowledge Graphs
Retrieval Augmented Generation (RAG) is the standard for giving our documents and data to our AI agents, but it's VERY static. We constantly have to keep our data source in sync with our RAG knowle...
How I'd Learn AI Agents FAST if I Had to Start Over (Full Roadmap)
If you're trying to learn AI agents right now, you're probably drowning in scattered tutorials and conflicting advice. Personally, I spent months when I was first starting just jumping between rand...
AG-UI Just Released: The NEW WAVE of AI Agent Apps
2025 is more than just the year of AI agents - it's the year of AI agent protocols. We have Anthropic's MCP to connect tools to agents, Google's A2A to connect agents to other agents... and now we ...
Google, Anthropic, and OpenAI's Guides to AI Agents ALL in 18 Minutes
In this video, I distill for you hundreds of hours of research from OpenAI, Anthropic, and Google into a 20-minute masterclass on the foundation of building ANY AI agent. The internet is filled wit...
The 3 MUST Have MCP Servers for Any AI Coding (and How to Use Them)
Everyone knows that if you aren’t using an AI coding assistant, you are going to fall behind no matter what you are developing. But what people usually don’t know is how to actually use AI coding a...
Give Me 28 Minutes and I'll Completely Change the Way You Build AI Agents
The secret to building powerful AI agents isn't magic - it's having a solid mental model around the different components to AI agents and how to create/integrate them effectively. In this video I ...
These are My 3 Must-Have MCP Servers for AI Coding
I've been testing a lot of different MCP servers for helping me code better with AI, and these three kinds of servers are what I go back to time and time again. You want an MCP server to: 1. Mana...
The EASIEST Possible Strategy for Accurate RAG (Step by Step Guide)
The most important thing to understand with this guide is the strategies I cover here can be combined with others I have shown like agentic RAG and knowledge graphs. You don't have to just use one!...
I Built the Ultimate RAG MCP Server for AI Coding (Better than Context7)
There is no denying that AI coding assistants like Cursor and Windsurf are extremely powerful, but their biggest limitation right now is they hallucinate a LOT when working with specific tools and ...
Turn ANY Website into LLM Knowledge in Seconds - EVOLVED
One of the biggest challenges we face with LLMs is their knowledge is too general and limited for anything new. That’s why RAG is such a huge topic when it comes to AI right now - it’s a method for...
Live Q&A - Let's Chat About All Things AI & AI Agents!
In celebration of the launch of our Dynamous AI Mastery community, I wanted to host a Q&A livestream to answer any questions you have about AI! Or we can just chat - I'm down for anything and I'll ...
If You’re Serious About Building AI Agents, This is Your Secret Weapon
A lot of AI agent development these days is just guesswork - it’s clear that most people aren’t serious about building AI agents that are useful in the real world. Want to stand out and actually bu...
This MCP Server for AI Coding Assistants Will 10x Your Productivity
There is no denying that AI coding assistants like Cursor and Windsurf are extremely powerful, but their biggest limitation right now is they hallucinate a LOT when working with specific tools and ...
Google is Quietly Revolutionizing AI Agents (This is HUGE)
Google recently introduced the Agent2Agent Protocol (A2A), which provides a standard for AI agents to communicate effectively with each other. It’s very similar to how MCP provides a standard for a...
The ULTIMATE Guide to Building Your Own MCP Servers (Free Template)
Everyone is starting to realize how big of a deal Anthropic's Model Context Protocol (MCP) is - it’s the first ever “standard” for connecting LLMs with services like your database, Slack, GitHub, w...
Build a ChatGPT Style App for Your n8n AI Agents in MINUTES
n8n is an incredibly powerful tool for building automations and AI agents without code. There is even a simple chat interface available to talk to the AI agents you create in n8n right within the w...
The PROVEN Solution for Unbelievable RAG Performance (LightRAG Guide)
Providing our AI Agents with external knowledge through RAG is crucial for a majority of AI applications. But generally, a basic RAG implementation is only going to be 50-75% accurate when retrievi...
BRAND NEW "Stealth" LLM Released on OpenRouter (It's a BEAST)
I almost never post off schedule but this new secret LLM is worth showcasing. OpenRouter has recently partnered with an unknown model lab (OpenAI? Anthropic? Google?) to bring us a FREE prerelease ...
Build an ARMY of AI Agents on Autopilot with Archon, Here's How
Archon is the first agent of its kind - an open source AI agent that literally creates other AI agents from scratch. I’ve been constantly working on Archon the past couple of months, and I’ve been...
Code 100x Faster with AI, Here's How (No Hype, FULL Process)
Everyone knows that if you aren’t using an AI coding assistant, you are going to fall behind no matter what you are developing. But what people usually don’t know is how to actually use AI coding a...
The MCP Integration EVERYONE is Sleeping On (MCP + Custom AI Agents)
The Model Context Protocol (MCP) has everyone including myself fired up because of the way it standardizes connecting tools to LLMs. With it, creating powerful AI agents that can do practically any...
10x Your AI Agents with this ONE Agent Architecture
Complex problems always yield better results when tackled by teams of people with different specializations. The same principle applies to AI agents - individual expertise combined creates exponent...