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<b>Hello everyone, leopardracer here and I almost didn't post this! </b>
> The AI workflow in this article is ridiculously underrated. Follow <b>@leopardracer</b> for AI systems that actually give you an edge.
You know the feeling of explaining yourself over and over to different AI’s. You feel bored, and sometimes, just spend a voice memo, or curse when AI doesn’t remember yesterday.
Well, I’ve been there and done that.
Claude.MD files are a really solid solution for most cases, but what if there is a better way? I already built a simple AI second brain, which is the level 2 after Claude.MD files setup, and can remember a lot of things.
But I don’t want it JUST not to forget. I want it to be able to THINK. And the system I built does this.
## How does the AI second brain work?
The system I’ve built connected all my notes using <i>Karpathy’s wiki</i> method.
Simply put, it reads everything I’ve ever made and compiles it into a living wiki, one page per topic.
Every time an agent runs, it doesn’t just hand me an idea; it <b>writes back into the wiki first</b>, so the brain gets a little smarter every single time.
New topic? It opens a new page on its own.
The wiki never stops growing.
And next, the same Hermes agents go through these connections + my previous data (my 238 articles, my 1,391 Claude.ai conversations, my 138 Claude Code sessions) and generate a thought for me, one that can change everything.
My connections are:
• <b>Post</b>: Reads my old articles + builds, finds what actually made money (with live proof from the web)
• <b>Build</b>: Looks at what I've built but never shipped, then tells me exactly what to make next.
• <b>Stoic</b>: reads my journal + my own psychology, and coaches me through the day. <b>Note</b>: Studies my best Substack notes and hands me the next one to write.
<b>These four agents each look at me from a different angle.</b>