Current Pursuits

    Our active projects and experiments. Each pursuit represents a real-world problem we're solving through thoughtful application of AI and modern development practices.

    ProjectRollouts.com

    Live

    Free, modern project management tools with AI assistance — create Gantt charts, priority matrices, and roadmap timelines from plain text. No logins required, no data stored.

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    Surfaced.NET

    Live

    Surfaced.NET is a web-based discovery tool that helps users find forgotten, low-view YouTube videos by generating authentic file naming patterns used by cameras, phones, and recording devices. This tool recreates the exact search terms that uncover hidden content uploaded with technical filenames.

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    SIRE Framework: Sovereign Governance for Digital Entities

    Live

    SIRE Framework: Open-source blueprint for privacy-first AI entities emphasizing sovereignty, integrity, resilience, and evolution. Offers immutable governance (audit logs, privacy budgets, agency tiers) for trustworthy, auditable AI without tech lock-in. Empowers devs to build ethical, user-controlled digital beings amid data risks and AI overreach.

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    LifeQuery

    Live

    A self-hosted, local-first personal memory engine for your Telegram history. Ask questions about your past conversations in plain English and get cited, streaming answers — all running on your own hardware with no cloud dependency.

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    Questions about our work?

    We're happy to discuss our approach, share insights, or chat about AI-accelerated development.

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