The lab / Technology orchestration

One question.
Connected layers.

Scroll to connect the dots—from a person’s experience to a workflow they can try.

  1. Foundation

    A person. A question.

    Start with the experience someone needs to improve, and the decision the work should support.

    • People
    • Experience
    • A useful outcome
  2. Prompt

    Context makes it concrete.

    A brief, constraints, Markdown notes, and fictional examples give the tools a shared starting point.

    • Brief
    • Markdown
    • Shared data
  3. Harness

    Tools turn it into something tangible.

    Codex supports the authoring used here. Claude Code is part of the intended architecture; its role in this site is still being explored.

    • Codex · used here
    • Claude Code · architecture
  4. Loop

    Build. Check. Learn. Repeat.

    Astro connects the writing, components, and calculations. Local checks and a protected preview help us review the result before it goes live.

    • Astro
    • Checks
    • Human review
  5. Connected outputs

    Connected experiences. A next step.

    One shared example becomes a story, a presentation, or an interaction. Vercel delivers it; consent-based Amplitude signals help us see which paths people choose.

    • Vercel
    • Story / Present / Explore
    • Amplitude

A diagram of this site’s authoring and review process. The pages run browser interactions; they do not execute autonomous agents. Agent graph engineering is an architecture concept being explored.

The tools behind the work

OpenAI’s logo belongs to OpenAI. Astro and Amplitude marks belong to their respective owners. Vercel, the Vercel design, Next.js and related marks, designs and logos are trademarks or registered trademarks of Vercel, Inc. or its affiliates in the US and other countries. Marks identify tools used here; they do not imply sponsorship or endorsement.

38 Limited is an independent professional space for experimentation.

Product names and marks belong to their respective owners and imply no endorsement. OpenAI’s logo belongs to OpenAI. Vercel, the Vercel design, Next.js and related marks, designs and logos are trademarks or registered trademarks of Vercel, Inc. or its affiliates in the US and other countries.