Playbooks & Learning

Technical frameworks and foundational courses for systematic AI interaction.

Open-Source Frameworks

The foundation of human-AI collaboration should be open, ethical, and evidence-based. These frameworks are available for public implementation.

A systematic methodology for AI interaction that scales from simple tasks to complex orchestration. Built on Constitutional AI principles.

Precise terminology for AI cognitive phenomena. Providing exact language to describe, measure, and reproduce large language model behaviors.

Foundational documentation to help you master structured AI interaction.

See TPS in action with side-by-side examples. Understand the shared vocabulary and start prompting in minutes.

6 modules covering Role Definitions, Constraints, Checkpoints, and the mechanics of collaborative prompting.

Tier 2 deep dive. Process Steps, combining RD/CD components, and cross-tier workflow orchestration.

I provide custom integration and team training for these frameworks.