Cole Medin - Videos
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π΄LIVE - My AI Coding Workflow has 10x'd Again with Archon - See it in Action
A lot has been changing in the AI coding space over the past few months - it's hard to keep up! I've been changing a lot about my AI coding workflow thanks to Archon and in this livestream I'll sho...
AI YouTube Is Only Claude Hype Now
Search Claude Code on YouTube and it's the same video on dozens of channels. I don't want to just fall in that bucket! I want to actually build things and show you the engineering behind them. So ...
π΄LIVE - What's Next for Archon - Live Roadmap Session
Join me live as we map out the future of Archon - what's getting built next, what's being prioritized, and where the project is headed. Drop your ideas and questions in the chat! Archon - https://...
π΄LIVE - Full AI Video Generation Workflow Using Claude Code + Remotion + Archon
I've been workshopping a workflow that takes a single URL and produces a fully rendered video using Claude Code + Remotion! You give it a Hacker News story, an article, or a product page, and the s...
FULL Guide to Becoming a Principled Agentic Engineer (Build Anything with AI)
This is the foundational AI coding workflow I run on every project! Works for Claude Code, Codex, Pi, any coding agent. The one I think every engineer should have in their tool belt, regardless of ...
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...
Shipping the AI Dark Factory's First Real Application Live
The AI Dark Factory has been running autonomously for over a week now. Today we're finalizing and shipping its first real application live - the AI Tutor for my YouTube channel and the Dynamous com...
Pushing My Dark Factory Further with Kimi K2.6: A Codebase That Writes Its Own Code, Live
My AI Dark Factory that I've been building in public is running! Today I'm swapping in Kimi K2.6 as the coding model and pushing it further - live - on a real application!.Here AI is writing all th...
Parallel Claude Code + Git Worktrees: This Setup Will Change How You Ship
Getting better at AI coding isn't really about better prompts or context engineering alone. After over a year of using AI coding assistants constantly every single day (especially Claude Code), the...
Pi Coding Agent + Archon: Build ANY AI Coding Workflow (No Claude Code Bloat)
Archon workflow masterclass this Friday in Dynamous: https://dynamous.ai Claude Code used to be simple, predictable, and easy to mold to your own workflow. Then Anthropic kept shipping. Now it is ...
The AI Dark Factory is ALIVE: A Codebase That Writes Its Own Code, Live
What happens when you tell an AI coding agent to write a codebase, review its own PRs, merge them, and keep going - with zero human code review along the way? I'm about to find out, in public, with...
I'm Building an AI Dark Factory That Ships Its Own Code (Public Experiment)
The Dark Factory is the wildest and most powerful idea in AI coding right now - a codebase that writes, reviews, tests, and merges itself with zero human code in between. The pattern is tough to ma...
Building an AI Dark Factory: A Codebase That Writes Its Own Code, Live
What happens when you tell an AI coding agent to write a codebase, review its own PRs, merge them, and keep going - with zero human code review along the way? I'm about to find out, in public, with...
Full Archon Guide - Build AI Coding Harnesses That Actually Ship (LIVE)
Archon is the first open-source harness builder for AI coding - and in this stream I'm walking through the entire thing from start to finish. Archon is the AI command center I have been working on...
The Next Evolution of AI Coding Is Harnesses - Here's How to Build Them
Prompt engineering. Context engineering. Now harness engineering. That's the evolution for AI coding and it's happening fast! A harness is the system around the coding agent - the thing that turns...
I Built Self-Evolving Claude Code Memory w/ Karpathy's LLM Knowledge Bases
Andrej Karpathy posted about using LLMs to build personal knowledge bases - raw articles go in, an LLM compiles them into an interconnected wiki, and health checks keep everything consistent. It we...
I Taught My Second Brain to Run Multi-Agent Coding Workflows (Live Session)
So I've been working on something for a while now that I haven't really talked about publicly yet. It's the next evolution of Archon - an AI tool that orchestrates coding agents in a way you've nev...
Full Guide - Build Your Own AI Second Brain with Claude Code
For the past few months I've been building something that completely changed how I work - an AI second brain that knows my schedule, my projects, my preferences, and anticipates my needs better and...
Coding Agent Reliability EXPLODES When They Argue (New Adversarial Dev Technique)
Your AI coding agents fail on complex tasks not because the model is insufficient, but because you aren't separating the planning, building, and evaluation into distinct roles. The building and eva...
This n8n Node Makes Powerful RAG SUPER Easy
Pinecone's new Assistant node for n8n replaces your entire RAG pipeline with a single node - no chunking, no embeddings, no reranking to configure. It does it all for you! The best part is you can...
My Claude Code Now Fixes My GitHub Issues Without Touching My Machine (Free Tool!)
Coder Workspaces give your AI coding agents their own isolated development environments and it's completely free and open source - pretty sweet! Try Coder Workspaces: https://fandf.co/40nu4KM Her...
Everything You Thought About Building AI Agents is Wrong
A year ago, building AI agents meant picking a framework like Pydantic AI or LangChain, defining your tools, setting up RAG, and writing a lot of glue code. That entire playbook has been rewritten....
You're Hardly Using What Claude Code Has to Offer, it's Insane
Claude Code has been shipping features at a ridiculous pace. In just the last couple of months, we've gotten agent teams that coordinate across multiple sessions, git worktree isolation for paralle...
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...
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, ...