I build Ubiquity at Prompted LLC: the governance substrate for sovereign adaptive systems.
Ubiquity helps AI harnesses know when to act, when to ask for human judgment, and how to turn that judgment into earned autonomy over time.
Current public entry points:
- Context Grapple Gun — portable governance lifecycle for Claude Code, with cognitive pull requests, scoped promotion, and cross-session lesson compounding.
- Prompted Research — governance substrate, trust telemetry, runtime governance, and AI-mediated work.
- Prompted LLC — Ubiquity and the broader thesis of governed autonomy for sovereign adaptive systems.
Sovereignty here does not mean isolation. It means agency survives amplification.



