Embedded systems cyborg. Fine-tuning LLMs for silicon & solder — ESP32, STM32, KiCad, SPICE, TinyML. Building Kill_LIFE (spec-first agentic methodology) and Mascarade (multi-machine LLM orchestration). « The street finds its own uses for things. » — W. Gibson