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Cole Medin

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Build a RAG AI Agent with REAL-TIME Source Validation (CopilotKit + Pydantic AI)

Build a RAG AI Agent with REAL-TIME Source Validation (CopilotKit + Pydantic AI)

Cole Medin December 22, 2025
One of the biggest problems with RAG systems is you never know what sources the AI Agent actually used. Did …
 
Are Agent Harnesses Bringing Back Vibe Coding?

Are Agent Harnesses Bringing Back Vibe Coding?

Cole Medin December 18, 2025
Agent harnesses are making AI agents reliable - finally. They build on everything we’ve learned from prompt engineering and context …
 
Are Agent Harnesses Bringing Back Vibe Coding?

Are Agent Harnesses Bringing Back Vibe Coding?

Cole Medin December 18, 2025
Agent harnesses are making AI agents reliable - finally. They build on everything we’ve learned from prompt engineering and context …
 
The Simplest RAG Stack That Actually Works (Complete Guide)

The Simplest RAG Stack That Actually Works (Complete Guide)

Cole Medin December 11, 2025
Most actually useful AI agents leverage some form of RAG - it's how our agents can search through our documents …
 
I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened

I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened

Cole Medin December 5, 2025
Ever wondered what the best AI coding tool in the world (Claude Code) could create if you gave it a …
 
I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened

I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened

Cole Medin December 4, 2025
Ever wondered what the best AI coding tool in the world (Claude Code) could create if you gave it a …
 
The Way We Use AI Will Completely Change in 2026 (Hot Takes)

The Way We Use AI Will Completely Change in 2026 (Hot Takes)

Cole Medin November 27, 2025
The IDE is dying. So is tool calling. OpenAI won't win. And you'll be shipping code you've never read even …
 
Is Gemini 3 Really the Best AI Ever?

Is Gemini 3 Really the Best AI Ever?

Cole Medin November 24, 2025
Gemini 3 has completely dominated everyone's attention over the last week in the AI space, but is the hype warranted? …
 
Is Gemini 3 Really the Best AI Ever?

Is Gemini 3 Really the Best AI Ever?

Cole Medin November 24, 2025
Gemini 3 has completely dominated everyone's attention over the last week in the AI space, but is the hype warranted? …
 
AI Fixes My Code Better than Me Now?! (Here's How)

AI Fixes My Code Better than Me Now?! (Here's How)

Cole Medin November 21, 2025
It's true - I've figured out how to design a system so that my AI coding assistant debugs and fixes …
 
AI Fixes My Code Better than Me Now?! (Here's How)

AI Fixes My Code Better than Me Now?! (Here's How)

Cole Medin November 20, 2025
It's true - I've figured out how to design a system so that my AI coding assistant debugs and fixes …
 
The ONLY AI Tech Stack You Need in 2026

The ONLY AI Tech Stack You Need in 2026

Cole Medin November 19, 2025
At this point I've covered basically all of the technologies I use in my tech stack throughout my content, but …
 
GitHub is the Future of AI Coding (Here's Why)

GitHub is the Future of AI Coding (Here's Why)

Cole Medin November 17, 2025
The future of software is leaving most if not all of the coding to AI - I will die on …
 
GitHub is the Future of AI Coding (Here's Why)

GitHub is the Future of AI Coding (Here's Why)

Cole Medin November 13, 2025
The future of software is leaving most if not all of the coding to AI - I will die on …
 
The BIG Problem with MCP Servers (and the Solution!)

The BIG Problem with MCP Servers (and the Solution!)

Cole Medin November 10, 2025
Over the last year, MCP servers have become to standard for connecting our AI agents to our tools and data. …
 
The BIG Problem with MCP Servers (and the Solution!)

The BIG Problem with MCP Servers (and the Solution!)

Cole Medin November 10, 2025
Over the last year, MCP servers have become to standard for connecting our AI agents to our tools and data. …
 
The ONLY AI Tech Stack You Need in 2026

The ONLY AI Tech Stack You Need in 2026

Cole Medin November 6, 2025
At this point I've covered basically all of the technologies I use in my tech stack throughout my content, but …
 
RAG Strategies - Which One is BEST For Your Use Case

RAG Strategies - Which One is BEST For Your Use Case

Cole Medin November 3, 2025
Retrieval Augmented Generation is THE way to give your AI agents the ability to search and leverage your documents and …
 
Every RAG Strategy Explained in 13 Minutes (No Fluff)

Every RAG Strategy Explained in 13 Minutes (No Fluff)

Cole Medin November 3, 2025
Retrieval Augmented Generation is THE way to give your AI agents the ability to search and leverage your documents and …
 
Learn 90% of Building AI Agents in 30 Minutes

Learn 90% of Building AI Agents in 30 Minutes

Cole Medin October 30, 2025
Not only have I built hundreds of AI agents myself, I've seen other people build thousands of AI agents for …
 
Learn 90% of Building AI Agents in 30 Minutes

Learn 90% of Building AI Agents in 30 Minutes

Cole Medin October 30, 2025
Not only have I built hundreds of AI agents myself, I've seen other people build thousands of AI agents for …
 
First LIVE Agent Build - Fullstack RAG Agent for YouTube Content

First LIVE Agent Build - Fullstack RAG Agent for YouTube Content

Cole Medin October 27, 2025
I've never built an AI agent end-to-end LIVE before on YouTube so this will be a first! It's going to …
 
Super Special Livestream this Weekend! (LIVE AI Agent Build)

Super Special Livestream this Weekend! (LIVE AI Agent Build)

Cole Medin October 24, 2025
I've never built an AI agent end-to-end live before on YouTube so this will be a first! It's going to …
 
Claude Code Web JUST Dropped but I Already Built Something BETTER (with Codex!)

Claude Code Web JUST Dropped but I Already Built Something BETTER (with Codex!)

Cole Medin October 23, 2025
Recently I've been obsessed with building remote AI coding workflows, and today I've got a pretty juicy one to share …