AI engineering case studies

The Arcades Lab

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.

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    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
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    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
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