Cole Medin - Videos
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The Subagent Era Is Officially Here - Learn this Now
OpenAI just released GPT-5.4 mini and nano - and they didn't just bill them as cheap models. They explicitly framed them as models built for the subagent era. That's a signal worth paying attention...
I've Used Claude Code for 2,000+ Hours - Here's How I Build Anything With It
I've used Claude Code for over 2,000 hours now. And if there's one thing I've learned, it's that about 80% of the time your coding agent messes up, it's not the model - it's how you're managing con...
Stripe's Coding Agents Ship 1,300 PRs EVERY Week - Here's How They Do It
Stripe merges over 1,300 AI-written pull requests every single week. Zero human-written code. But here's what most people are missing - the real lesson is in the agent harness they have built aroun...
Postman Went Git-native and it Changes Everything for Building APIs
Postman just got a massive upgrade - git-native collections, Agent Mode that scans your codebase and generates specs/tests/mocks automatically, and local-to-CI parity so your tests actually match p...
Stripe's Coding Agents Ship 1,300 PRs EVERY Week - Here's How They Do It
Stripe merges over 1,300 AI-written pull requests every single week. Zero human-written code. But here's what most people are missing - the real lesson is in the agent harness they have built aroun...
Build BEAUTIFUL Diagrams with Claude Code (Full Workflow)
Most AI coding tools can generate diagrams, but they look terrible (wrong spacing, overlapping elements, no visual hierarchy, etc.). I spent weeks building a Claude Code skill that not only creates...
The Complete AI Transformation Blueprint - Live Workshop
AI is changing everything - how companies operate, how teams are structured, and how software gets built. But most people only see one piece of the puzzle. This free 2.5-hour live workshop gives y...
Is Software Engineering Finally Dead?!?
A couple weeks ago, Boris Cherny - the creator of Claude Code - went on a couple podcasts and said "coding is practically solved" and the Anthropic CEO (Dario Amodei) said that the software enginee...
Is Software Engineering Finally Dead?
A couple weeks ago, Boris Cherny - the creator of Claude Code - went on a couple podcasts and said "coding is practically solved" and the Anthropic CEO (Dario Amodei) said that the software enginee...
Use Your Local LLMs From Anywhere (Fully Private)
I self-host LLMs on my home PC for my second brain - but I need to access them remotely too. Port forwarding is a security nightmare and VPNs are slow and clunky. Twingate gives me zero-trust remot...
Build BEAUTIFUL Diagrams with Claude Code (Full Workflow)
Most AI coding tools can generate diagrams, but they look terrible (wrong spacing, overlapping elements, no visual hierarchy, etc.). I spent weeks building a Claude Code skill that not only creates...
This One Command Makes Coding Agents Find All Their Mistakes (Use it Now)
AI coding agents write a lot of code very quickly, and that's what makes them so powerful. But it creates a problem nobody talks about enough - reviewing all that code is exhausting. You end up ski...
My COMPLETE Agentic Coding Workflow to Build Anything (No Fluff or Overengineering)
Building software from scratch with coding agents like Claude Code is one of the highest-leverage skills you can develop right now, but honestly most people seriously overcomplicate it. In this vi...
This Free Tool Makes Claude Code 10x Better
Claude Code is incredibly powerful, but reviewing changes across multiple files and managing parallel sessions gets messy fast. Kintsugi is a free Agentic Development Environment (ADE) built on top...
Why the Best AI Coding Tools Abandoned RAG (And What They Use Instead)
Claude Code, Cline, Aider, Codex CLI - every top AI coding tool has abandoned traditional RAG and embeddings. But for enterprise knowledge bases, RAG is a $2B market growing 50% per year, and it's ...
I Built a Safer OpenClaw Alternative Using Claude Code
OpenClaw is the fastest-growing open-source AI project in recent memory - 185,000 GitHub stars already! A legitimately impressive personal AI assistant that can manage your life and you can talk to...
How to Properly Use Claude Code Agent Teams (FULL LIVE BUILD)
Agent Teams in Claude Code let you spin up multiple agents that work in parallel AND communicate with each other - and that changes everything about how you build with AI. But here's the thing: if ...
AI Coding Hackathon Winners Revealed LIVE ($17K in Prizes)
The moment is here - I'm revealing the winners of the Dynamous x Kiro AI Coding Hackathon! $17,000 in prizes. 10 winners. And some of the most impressive agentic engineering I've ever seen. The w...
I Built a Safer OpenClaw Alternative Using Claude Code
OpenClaw is the fastest-growing open-source AI project in recent memory - 185,000 GitHub stars already! A legitimately impressive personal AI assistant that can manage your life and you can talk to...
Claude Code's Agent Teams Are Insane - Multiple AI Agents Coding Together in Real Time
Claude just shipped Agent Teams and it changes the game of AI coding. Instead of one agent doing everything sequentially, you can now spin up multiple agents that communicate with each other in rea...
AI Agents Can Now Build Their Own UI in Real Time (Personalized to You)
What if your AI agent didn't just respond in a chat box, but actually built the entire interface you interact with? That's generative UI - and it changes how we think about building AI applications...
Build Claude Skills Into ANY AI Agent
Most people overload their AI agents with tools they'll never use in the same conversation. Anthropic's skills solve this with progressive disclosure - instead of dumping everything into the contex...
Turn Claude Code into Your Full Engineering Team with Subagents
Agent harnesses are the future of agentic coding and how we can build our coding agent into a full blown AI engineer. Just like a human engineer, we need it to manage issues, create branches, open ...
The Simplest Way to Supercharge Your AI Agents (Skills)
Most people overload their AI agents with tools they'll never use. Anthropic's skills solve this with progressive disclosure - instead of dumping everything into the context window upfront, your ag...
Build a Robust AI Driven Data Pipeline in Minutes (No Code)
Your AI is only as good as your data pipeline... Garbage in = garbage out. That's why getting your data integration right is EVERYTHING for AI success. IBM watsonx.data integration lets you build...
Claude Skills Aren't Just for Claude - Here's How to Build Them for ANY Agent
Claude Skills (aka Agent Skills) is one of the most powerful advancements in AI recently. It's beautifully simple, yet it gives agents so much power, flexibility, and context efficiency. But what i...
Amazon Nova Act - The Fastest Way to Browser Automation
Amazon Nova Act is one of if not the most reliable browser automation tools I have come across. It's so incredibly easy to simply describe in plain English what you want to automate, and then Nova ...
I Built My Second Brain with Claude Code + Obsidian + Skills (Here's How)
Check out Zapier to build automations with thousands of apps and include them as capabilities in your agents with MCP: https://bit.ly/4q5Xbwd Claude Code is so much more than just a coding tool, ...
I Was Wrong About Ralph Wiggum
I recently called Ralph Wiggum "the peak evolution of vibe coding" - and I did not mean that as a compliment. I was firmly in the camp of "Ralph Wiggum is overhyped, let's move on." But Geoffrey H...
Your AI Coding Workflow NEEDS This New Agent Browser CLI
Browser automation is critical for making your coding agents reliable. If your agent can't test the frontend after writing code, you're stuck doing all the manual validation yourself. I've used th...
Your AI Coding Workflow NEEDS This New Agent Browser CLI
Browser automation is critical for making your coding agents reliable. If your agent can't test the frontend after writing code, you're stuck doing all the manual validation yourself. I've used th...
LIVE AI Coding Challenge - YOU Choose What I Build (Using Kiro!)
For this livestream, I'm leaving it up to you and everyone else to decide what I build as a challenge! This will be interesting to say the least and I'm quite excited for it. Plus I'll be using Kir...
Stacked Diffs Changed How I Reviewed Code with AI
Graphite makes code reviews way less painful. The core idea: instead of one massive PR that sits in review purgatory, you stack smaller PRs (stacked diffs) that build on each other and keep working...
Ralph Wiggum is the Final Evolution of Vibe Coding (Here's What Comes Next)
Ralph Wiggum is everywhere right now. Everyone says it's the future of AI coding. But here's the thing: it's the final evolution of vibe coding, the peak of something ending rather than the start o...
The 5 Techniques Separating Top Agentic Engineers Right Now
You're probably leaving most of the potential of AI coding assistants on the table. Engineers who are actually shipping production code at insane speeds? They're playing a completely different game...
The Kiro AI Coding Hackathon has Officially Started! Build ANYTHING, Win Big Prizes.
Welcome to the Dynamous x Kiro Agentic Coding Hackathon! This is your chance to build something awesome with the Kiro AI coding assistant and compete for part of the $17,000 prize pool! In this vi...
BIG AI Coding Hackathon Launch Party! (Live AI Coding & Q&A)
Come celebrate the start of the Dynamous x Kiro AI Coding Hackathon that is officially open for participation + submissions on January 5th! For this stream I'll be doing some live AI coding with K...
AI Exploded in 2025 - Here’s Everything That Happened
Check out Zapier to build automations with thousands of apps and include them as capabilities in your agents with MCP: https://bit.ly/4pXv82R From DeepSeek's Sputnik moment to $500B megaprojects, ...
Build a RAG AI Agent with REAL-TIME Source Validation (CopilotKit + Pydantic AI)
One of the biggest problems with RAG systems is you never know what sources the AI Agent actually used. Did it hallucinate? Did it pull from irrelevant docs? And no, citation is not enough. In thi...
Are Agent Harnesses Bringing Back Vibe Coding?
Agent harnesses are making AI agents reliable - finally. They build on everything we’ve learned from prompt engineering and context engineering, but take it further: managing memory, controlling...
Are Agent Harnesses Bringing Back Vibe Coding?
Agent harnesses are making AI agents reliable - finally. They build on everything we’ve learned from prompt engineering and context engineering, but take it further: managing memory, controlling...
The Simplest RAG Stack That Actually Works (Complete Guide)
Most actually useful AI agents leverage some form of RAG - it's how our agents can search through our documents and data in real time. In this video, I'll show you from the ground up how to build a...
Live AI Coding with Ray Fernando - Exploring NEW Workflows
Ray and I are teaming up to bring you a super exciting livestream where we'll combine our workflows together to create something new and VERY powerful. We've got some insane ideas cooking that I ca...
I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened
Ever wondered what the best AI coding tool in the world (Claude Code) could create if you gave it a full 24 hours and tools to validate its own work? Well that's exactly what I do in this video, an...
I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened
Ever wondered what the best AI coding tool in the world (Claude Code) could create if you gave it a full 24 hours and tools to validate its own work? Well that's exactly what I do in this video, an...
My NEW Remote Agentic Coding System - Live Unveiling!
Join me for a super exciting livestream where I'll be unveiling my new remote agentic coding system that I'm giving away but ONLY during the live event! You can use this to code from anywhere - co...
The Way We Use AI Will Completely Change in 2026 (Hot Takes)
The IDE is dying. So is tool calling. OpenAI won't win. And you'll be shipping code you've never read even as an experienced engineer. The way we use AI for agents and writing code is going to loo...
Is Gemini 3 Really the Best AI Ever?
Gemini 3 has completely dominated everyone's attention over the last week in the AI space, but is the hype warranted? The benchmarks tell us the model is VERY powerful, but is that a real represent...
Is Gemini 3 Really the Best AI Ever?
Gemini 3 has completely dominated everyone's attention over the last week in the AI space, but is the hype warranted? The benchmarks tell us the model is VERY powerful, but is that a real represent...
AI Fixes My Code Better than Me Now?! (Here's How)
It's true - I've figured out how to design a system so that my AI coding assistant debugs and fixes code faster and better than I can. And I do consider myself a pretty experienced software enginee...