Companion AI Sites
The tactical and strategic ecosystem of AI governance for the modern scientist.
Strategy & Governance
The Horizon Mandate
Orchestrating professional reliability in the AI era. This framework argues that we must transition from passive "Prompters" to active "Stewards," using data sovereignty traffic lights and context engineering to prevent the "Stochastic Trap."
Visit Site →Tactics & Tools
The Bootstrapper's Playbook
A practical guide to building your "Personal AI Brain." It covers the "Crawl-Walk-Run" framework for adoption, providing templates for Process Provenance and tools for building a durable personal infrastructure that compounds over time.
Visit Site →Why These Matter
- The Steward's Schema (This Site): The Policy layer — what you are allowed to do.
- Horizon Mandate: The Strategic layer — how to think about stewardship and governance.
- Bootstrapper's Playbook: The Tactical layer — how to actually build the workflows.
Together, they form a complete operating system for the AI-enabled scientist.