AI engineering case studies

Case Studies

Real products, the systems behind them, and the lessons earned while building them. Each case study explains the work before offering a link to the public product.

  1. Honest placeholder: this labeled product summary is not a simulated application screenshot.

    Project 01 · Public learning product

    WizWor

    An agent-guided classic-game recommender built to test where model judgment helps—and where deterministic software should stay in charge.

    • Agents SDK
    • Context engineering
    • Evals
    • Accessible UI
    Read the case study
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    Project 02 · Public product · Invite access

    ToonTok

    A private-by-default character and image studio built around reusable character canon, controlled generation, and accessible creative workflows.

    • AI image workflows
    • Privacy
    • Canon systems
    • Accessible UI
    Read the case study
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    Project 03 · Public publishing platform

    ArcadeProfile

    The public publishing and product platform behind The Arcades: accessible stories and projects backed by a real editorial, delivery, and operations system.

    • Next.js
    • Payload CMS
    • Publishing systems
    • Accessibility
    Read the case study
  4. Honest placeholder: this labeled product summary is not a simulated application screenshot.

    Project 04 · Local prototype · Lab Infrastructure

    Conductor

    Lab Infrastructure: a local Jira-shaped control plane that makes plans, authority, agent work, review, and evidence visible before a task can be called done.

    • Agent orchestration
    • Approval systems
    • SQLite
    • Evidence gates
    Read the case study
  5. Cultural Weather Vane showing album covers and news photographs plotted across cultural mood axes.
    Cultural Weather Vane showing album covers and news photographs plotted across cultural mood axes.

    Project 05 · Playable prototype · Data experiment

    Cultural Weather Vane

    An interactive map that puts popular music and major news into the same emotional field to explore what a year felt like.

    • Data visualization
    • Cultural analysis
    • AI-assisted prototyping
    • Accessible UI
    Read the case study
  6. Honest placeholder: this labeled product summary is not a simulated application screenshot.

    Project 06 · Interactive prototype · Historical data experiment

    Furry History Board

    A source-backed historical board for asking bounded questions about furry communities, publishing, conventions, and people without treating unlike evidence as one metric.

    • Data visualization
    • Historical research
    • Deterministic queries
    • Accessible UI
    Read the case study