The through-line.

My work treats Agent Experience as a product discipline spanning research, design, and engineering: helping agents move from a person’s intent towards an outcome that can be checked, recovered, and handed back.

The same skills apply across the five systems below.

Systems covered.

  • Orientation and discovery
  • Tools and interfaces
  • Workflows and state
  • Delegated action and trust
  • Evaluation and improvement

Inspectable artefacts

Selected public work.

  1. Agent Experience field guide and public MCP

    What it is
    A static Astro field guide with an MCP endpoint that searches the guides, returns the rubric and checks public tool catalogues.
    What I did
    Designed the content model, the reader paths, the shape of the tool catalogue and the surfaces agents read from on this site.
  2. Open Agent-Readiness Rubric

    What it is
    A web guide and JSON twin for profiling one agent job across six tracks, with evidence classes and stoppers.
    What I did
    Wrote the rubric’s structure and published it with a machine-readable version.
  3. MCP tool-description test cases

    What it is
    Copyable cases for reviewing selection, schemas, invalid inputs, result shape and recovery in a public tool catalogue.
    What I did
    Turned the tool-description guidance into cases that people and agents can check a catalogue against.
  4. Awesome Agent Experience

    What it is
    A public reading list of papers, specifications, tools and references on agent-facing systems.
    What I did
    Collected and sorted the public sources so the field has one readable trail through them.

Want to review one workflow?

Start with the brief: describe the task, the path it takes today and where an agent gets stuck.

Open the workflow review brief