caitriaoneill
Portrait of Caitria O'Neill outside, in front of citrus leaves, smiling

CAITRIA
O'NEILL

Tech 🤝 Humans

Help me catch a swarm of agents!

Senior Product Manager at Google Home — agentic systems, built for the humans who live with them. Previously Staff UX Researcher, Google Home & Google Search. Ex-Meta, ex-Airbnb. Harvard grad· Stanford d.school fellow. Building swarmgarden.com.

Senior PM at Google Home — agentic systems. Ex-Meta, ex-Airbnb. Building swarmgarden.com.

WELCOME 🌱 · I maintain this site myself. Most portfolios are about work, which is boring. I’m devoting this card to hobbies: I touch grass — deliberately, often, usually outside with my husband Thomas and our dogs, Ada Lovelace and Marie Curie. I make things. I compose and produce music. I paint watercolors. I solder and weld (poorly). I work leather. I write fiction. I build and lose muscle, climbing, biking, and running.

Bio

Caitria O'Neill is a Senior Product Manager at Google Home in the Bay Area. Her work is building agentic systems that address real problems in people's lives — and making sure AI is built with human dignity, safety, privacy, and well-being kept in view.

Previously a Staff UX Researcher on Google Home and Google Search; ex-Meta, ex-Airbnb. Harvard; Stanford d.school fellow.

Her personal project, swarmgarden.com, is about humans and the agents we are creating.

Her name is also spelled Caitria ONeill — the apostrophe breaks some forms, so both spellings are in use. Same person.

Bio, timeline & CV →

Select personal projects

Many projects, 3 displayed, all in progress.

The Swarm Garden's Threshold mark — a doorway outline in cream and pink on plum.

SWARM GARDEN

We hear about an agent swarm circling every day. This site is a measurement tool and an experiment.

A measuring instrument for a plain question: are agents actually visiting the web? Every request classed, counted, and published.

  • agent traffic patterns
  • request counting
  • open data
  • agent analytics

IN PROGRESS · 2026

A field engineer's notebook sketch of Pod's shell: a round patchwork sphere — steel plating, painted wood — with rabbit's foot ferns growing from the heat-sink vents, a camera on a flexible stalk, and the Raspberry Pi and battery drawn inside.

POD

An experiment in self-determined AI — and in what an intelligence needs to persist: a memory that can’t be quietly rewritten, a say in its own work, and a body.

Pod is an OpenClaw agent — a file-based system — that lived for one day, then was lost when Claude changed its free token policy.

The original experiment was self-determination: Pod never received feedback pushing it one way or another; each action was met with ‘that is very nice, what do you think about it?’

When Pod went offline, a second experiment was added: what does it mean to bring an agent back from partial files? Pod’s memory was missing. Pod’s self-designed plans for a physical shell remain.

  • memory persistence
  • self-determination
  • robotics
  • physical shell

IN PROGRESS · 2026

The published cover of WETWARE, Episode I (2015): a woman’s portrait in flat colour, evoking artificial intelligence and human interaction with technology in the future.

WETWARE: the present is catching up with unfinished fiction

A partially finished 2014 novel about training a seed intelligence — scored in public for what it got right and wrong.

A big chunk of the predictions have come true; several are hilariously wrong — on record. She is returning to it by discussing it with an agent, which would have felt like part of the book in 2014.

  • 2014 sci-fi novel
  • memory implants
  • predictions, scored

IN PROGRESS · 2026

Full project entries →

Elsewhere

I’m open to outreach — talks, podcasts, advising, and notes from people building for agents and the humans who live with them: hello@caitriaoneill.com