Blog posts tagged with methodology

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.

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.