Notes with Lab Updates

    Building at the intersection of design, AI, commerce, and operations.

    This is not a portfolio. Not a blog. It's a living operating manual— documentation of how I think, the decisions I make, and the products I build.

    Every framework here has been tested against real constraints. Every approach has been refined through failure. Every build has taught me something I couldn't have learned any other way.

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    What's Inside

    Navigate the documentation by topic or dive into specific projects.

    Notes

    How I Think

    Mental models, principles, and decision-making frameworks. Emphasis on judgment, tradeoffs, and clarity.

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    Notes

    Decision Logs

    Clear writeups of tradeoffs, constraints, and why certain paths were chosen.

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    Notes

    Operating Notes

    Reusable patterns, checklists, and system context captured as notes with tags.

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    Chats

    Chats

    Captured AI conversations with highlights, decisions, and supporting evidence.

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    Workflows

    Workflows

    Operational playbooks with diagrams, linked projects, and related notes.

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    Projects

    Projects

    Execution hubs that connect related notes, chats, and workflows into a shared context.

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    Active Projects

    Current project supernodes and execution contexts.

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    experimentActive

    Automated Project Tracking Dashboard (MLNNA)

    BuilderEntrepreneur

    Portfolio strategy and execution dashboard ecosystem that combines GitHub activity, manual context, and AI synthesis into actionable project health views.

    programActive

    Family Shapes

    MotherSMCBuilderEntrepreneur

    Relationship-graph platform for complex family structures with privacy-safe collaboration across families, donors, clinics, and communities.

    experimentActive

    Family Shapes Rebuild

    MotherSMCBuilder

    Experiment track for rebuilding Family Shapes from a shared prompt and evaluating implementation quality across AI-assisted build paths.

    initiativeActive

    Masthope, PA Investment Research

    EntrepreneurBuilder

    Research initiative evaluating a Masthope property acquisition with financing scenarios, operating cashflow, stress tests, and forced-sale outcomes.