Turn experience into infrastructure.
Programmed Interface Compression finds the hidden structure inside repeated work, removes unnecessary repetition, and builds what works into shared state -- so less instruction produces more capability.
Four layers. One idea.
Repeated work contains triggers, decisions, exceptions, and handoffs that nobody documented as one system. Programmed Interface Compression (PIC) makes those cause-and-effect relationships visible, removes unnecessary steps and repetition, and builds what works into an engineered, evolving codebook. Distillery structures the state. MMS authorizes action. Evidence Layer proves what happened. KMS brings the right state back when it is needed.
The machinery ships finished things.
Lizzie's Magic Door
Storymaker turns a child's choices into a complete story. Learning Arcade builds reading, typing, spelling, math, and science through short adaptive missions. Progress stays in that browser.
ALCOA RubberStamp v1.0.0
Create a deterministic commitment to a directory of files, verify it later, and optionally bind it to an external timestamp. MIT-licensed reference software.
HMIC SubC 5 Guitar Framework
Five guitarists map five load-bearing axes of the operator system: curriculum, signal, proof, architecture, and operator output. The first serious public SubC artifact.
Episode 01: Dragon Snare
A four-year-old and her little sister wrote and directed this 16-minute fantasy movie. They supplied the story, characters, dialogue, and creative decisions; HMIC built the AI-assisted production workflow that turned their directions into scenes.