Professional CI/CD support, infrastructure operations and device repair: trace failed stages, verify the service or startup path, and document recovery. Personal AI experiments are separate.
I set the goal and verified physical board behavior; an AI agent built the model and runtime. Local generation ran on my Pico board; imperfect language remains visible.
One-billion-token target reached; full-state replay and fresh-session restart tested. This is a training demonstration, not a general capability evaluation.
