What I'm building — July 2026

Three months later

Last update was April. Here's what actually happened since — the shipped, the stuck, the new.

SAC Capital is now something you can install

The verifiable AI trading agent stopped being just a hosted demo. It ships as a public CLI — pip install sac-capital, currently 0.1.3 on PyPI. Run the agent yourself, see the on-chain commitment for every decision, no trust required.

The last release added outcome attribution: every resolved trade links back to the reasoning that produced it. So instead of "did the account go up," you can ask the real question — which theses actually paid off, and which ones just got lucky. Still paper-only until the forward numbers earn a live run.

Going back to school on ML

I've shipped a lot of AI on top of models I couldn't fully explain. So I'm fixing that — learning machine learning from the fundamentals, math included, building the small stuff by hand. Wrote about why here.

It's the opposite of shipping fast, and that's the point. Some things you have to actually understand.

Still running

Client work through AutomateSphere and direct. The homelab (self-hosted Supabase + n8n) is still the backbone. Multiple products in parallel, same as ever.

More soon. Real numbers when I have them.