Experiments

  • Design handoff for your AI coding agent

    We built a tool that converts a design screenshot or Figma file into two machine-readable files, giving AI coding agents the vocabulary and rules they need to generate UI that actually matches your brand.

    See experiment: Design handoff for your AI coding agent

  • Web apps on embedded devices

    We figured out how to bundle an entire web application, assets and all, into a single file that runs reliably on a low-power embedded server.

    See experiment: Web apps on embedded devices

  • Your codebase is a graph

    We mapped a codebase as a knowledge graph and queried it for structural problems, then built 21 metrics and a dashboard to make the findings actually useful.

    See experiment: Your codebase is a graph

  • Cross-tool Semantic Search

    Most teams don’t have a documentation problem. They have a documentation sprawl problem. We built a semantic search layer across Jira, Confluence, and Figma to find out how far AI can go in solving it.

    See experiment: Cross-tool Semantic Search