I Built a Safety Layer for AI-Generated Bash
A verifier, a sandbox, and a refusal default. The story behind safe-cli and why AI agents need a gate between them and the terminal.
Articles on the projects, decisions, and ideas behind the companies I build and run.
A verifier, a sandbox, and a refusal default. The story behind safe-cli and why AI agents need a gate between them and the terminal.
I wanted to make funded trading feel less like passing a challenge and more like actually having a modern trading system behind you.
The goal is not just to host another model. It is to figure out how to make powerful AI cheaper, easier to access, and actually nicer to use.
Independent companies I have built and run from Erie, Pennsylvania.