These are the frameworks and products I am building around one theme: human performance in the AI era. I am focused on systems that are practical, verification-minded, and designed for real-world execution, not theory. Each project is a self-contained operating system with principles, workflows, and templates that get refined over time.
Across all three, the goal is the same: reduce friction, increase clarity, and raise output quality, whether the work is legal drafting, high-stakes communication, or recovery habits that actually stick.
The litigator's system for high-velocity AI drafting. Built for legal professionals managing hallucination risks, this framework treats AI as supervised assistance requiring verification. Includes research workflows, drafting templates, and checklists.
Addresses presentation failures by applying cognitive science principles. Focuses on headline clarity, visual hierarchy, working memory alignment, and pacing. Targets executives, founders, educators, lawyers, and sales teams.
Provides practical cold plunge and sauna setup guidance emphasizing sustainability, reliability, maintenance transparency, and aesthetic coherence rather than aspirational design.