Notes on AI architecture, systems design, and the work.
· 5 min read
A working example of applying the Universal Persona System to a real hand-raised agent — including hardware that lives on a keychain and a v2 build making the Console-vs-Cartridge architecture physically literal.
· 8 min read
When your primary coworkers are AI systems, who writes your performance review? I built a structured evaluation framework where two competing LLMs acted as senior colleagues, graded my work against a rigorous rubric, and debated the results in real time.
· 4 min read
You bought a domain. You're not ready to build the site. You are ready to stop staring at a parking page that says 'Future home of something quite cool' like it's 2003. Lily-Livered is a one-page logo site with the infrastructure of a real one.
· 7 min read
AI agents are monolithic by default — model, instructions, and knowledge fused into a single brittle stack. The Unified Persona Schema is a structured approach to making agent identity portable, composable, and sovereign.
