Hi everyone, I really enjoyed watching the lesson using Obsidian + Karpathy's Wiki set up. I am new to this, so apologies if this is a silly question! My understanding is that Claude Code turns the resources you give it into markdown files and organises it. @Nate Herk used this set up to help his Executive Assistant know everything about his business. But what if the resource is a video or an image? Do the format of these files stay the same, or are they turned into markdown format as well? Do all files in obsidian vault need to be in markdown format? If I wanted to create content about my business, could I tell Claude Code to look in the obsidian vault to find my brand guidelines, logo, images or videos? Will they be easily found and readable? Many thanks!

Andrej Karpathy just shared his method for building LLM-powered knowledge bases using nothing but markdown files and Claude Code. In this video, I walk you through exactly how to set it up in about 5 minutes using Obsidian as a front end. I also show you two of my own wikis, one for YouTube transcripts and one for my personal second brain, and break down how this compares to traditional semantic search RAG. https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f https://ai-2027.com/

Google just dropped Gemini 3.1 Flash Live, their new speech-to-speech voice model. In this video, I break down what makes it different, try it out for free in Google AI Studio, and then use Claude Code to build two working demos: a voice agent embedded on a website and a personal assistant that connects to my calendar and ClickUp. I also cover pricing, current limitations, and what it takes to actually deploy something like this.

In this video, we break down how Cal AI, the AI app that just sold for $100M, was built, why it works, and what makes it so powerful. This AI app just sold for $100M, and the craziest part? It was vibecoded. We also look at how Zach Yedegari built Cal AI, what this means for the future of software, and why anyone can build an AI app like this today. If you’re trying to understand how this $100M AI app just changed software forever, this is the breakdown you need. Hope you enjoy!

In this video I walk through Paperclip, a free open-source tool that lets you build and run an entire company with AI agents. I set up a brand new company from scratch, show how the CEO agent hires engineers and delegates tasks, and break down how heartbeats, skills, routines, and budgets all work together. Whether you want to start a fully AI-run company or just automate a piece of your existing business, this covers everything you need to get going.