The edge was never one data point — it's assembling a hundred small public ones into a picture nobody else has bothered to draw. That's the mosaic. The problem is you can't reassemble it by hand every time the world moves. ORBIS does. Macr…

A while back I almost bought a house I was in love with. The listing was gorgeous. What it didn't tell me: the "updated" roof was at end-of-life, the comps it was priced against weren't really comps, and the repair list I eventually g…

I’ve been building ORBIS, an AI intelligence engine for reading the economy as a connected system instead of a pile of disconnected headlines. The core idea is simple: Most market tools tell you what moved. ORBIS tries to answer: What caused it? What d…

Here’s a Reddit post that starts the countdown without overexplaining the whole ecosystem. It should feel like something discovered, not a pitch deck. The countdown to Thryx begins. May 31st. I’ve been building Auroch as an AI operating layer — n…

I’ve been working on Auroch. Hard to describe cleanly, but the closest version is: An AI operating layer. Not a chatbot. Not another dashboard. Not another productivity wrapper. Auroch is built around the idea that AI should feel native to the machine …

Something I keep thinking about: AI shouldn’t feel like an app The more I use AI, the more obvious it feels that the end state probably is not “open a chatbot and type into a box.” That feels temporary. The better version is quieter. More native….

Auroch Engine is an external memory layer for AI assistants — designed to give models better long-term recall, personalization, and context awareness across conversations. Instead of relying on scattered chat history or fragile built-in memory, A…

Auroch Engine is an external memory layer for AI assistants — designed to give models better long-term recall, personalization, and context awareness across conversations. Instead of relying on scattered chat history or fragile built-in memory, A…