Cole Medin
32 Tools · 2 Intel
Cole Medin is a generative AI specialist and founder of Dynamous AI, based in the Minneapolis–St. Paul area, with hands-on experience across AI agent architecture, RAG systems, and local AI deployments. He is also an active AI educator on YouTube, where he produces practical guides aimed at making agentic engineering concepts accessible to developers.
Tools
MCP server for web crawling and RAG that lets AI coding assistants fetch, parse, and index live documentation.
Server that lets AI agents query, mutate, and manage Supabase projects through the Model Context Protocol.
Claude Code skill that lets a coding agent generate practical Excalidraw diagrams from a text description.
Self-hostable Docker stack bundling Ollama, Supabase, n8n, Open WebUI, and other local AI components.
Open-source collection of production-grade AI agent reference implementations from the oTTomator Live Agent Studio.
Persistent memory for Claude Code that captures sessions via hooks and compiles decisions into organized notes.
Claude Code skill that generates a personalized PRD for building a proactive, persistent AI assistant.
Workshop materials on agentic engineering covering the AI layer concept, the PIV loop, and 15 Claude Code commands.
Wires Claude Code or Codex into Slack, Telegram, and GitHub so coding work can be driven remotely.
Harness that turns a Linear issue into an assignment for an autonomous coding agent, from code to pull request.
Three-agent harness that pits a generator against an adversarial evaluator to build applications with quality gates.
Pydantic AI agent that reproduces Claude Skills-style progressive disclosure without depending on Claude.
Collection of Claude skills that turns Claude Code into a second-brain workspace for knowledge capture and retrieval.
AI chat application that answers questions over YouTube video transcripts using retrieval-augmented generation.
Archon workflow that takes any URL and produces a finished AI-voiced HyperFrames short video from it.
Open-source Next.js builder for Linktree-style link pages you can self-host on Vercel.
Shell quickstart for running the Ralph Wiggum agent loop without depending on the Anthropic plugin.
Agent harness with Slack, GitHub, and Linear tools that turns Claude into an end-to-end software engineer.
Starter template for building a remote MCP server with GitHub OAuth authentication scaffolding.
Research agent built with Pydantic AI that follows the PRP framework template for production use.
Hybrid RAG agent on MongoDB and Pydantic AI that fuses semantic and text search with reciprocal rank fusion.
Scaffold for agentic chat apps, shipping with Next.js, TypeScript, and shadcn/ui already wired up.
Intel
Cole Medin's hands-on intro to context engineering — the practice that makes AI coding assistants actually work. Claude Code-centric, with templates and patterns.
Cole Medin's hands-on AI agents masterclass — video series with companion code covering production-grade agent patterns.