While OpenAI ships Claw to consumers and Anthropic fine-tunes Claude for task execution, Google is running its own agent experiment behind closed doors — and it's already living inside employee workflows.
The Summary
- Google employees are testing "Remy," an internal AI agent that can take actions across Google services, not just answer questions
- Google Home's Gemini just upgraded to 3.1, handling multi-step tasks and complex commands — a consumer-facing preview of agent capabilities
- The timing matters: Google's agent play is unfolding in two tracks (employee testing, consumer rollout) while competitors ship single unified products
The Signal
Google is building toward autonomous agents on two fronts simultaneously, and the gap between them reveals the company's strategy. Remy, the internal codename for Google's "24/7 personal agent," is being tested exclusively by employees in a staff-only version of the Gemini app. The pitch is direct: it's not a chatbot that generates content or answers questions. It's an agent that acts on your behalf across work, school, and daily life.
The internal document seen by Business Insider describes Remy as elevating "the Gemini app into a true assistant that can take actions on your behalf." That's the Web4 promise, distilled. An agent that doesn't wait for you to prompt it, that doesn't just summarize or suggest, but that completes tasks while you focus elsewhere. Two sources confirmed employees are actively testing it, which means Google is using its own workforce as the proving ground before any public launch.
"It elevates the Gemini app into a true assistant that can take actions on your behalf — not just answer questions or generate content."
Meanwhile, on the consumer side, Google Home just upgraded to Gemini 3.1, adding the ability to handle more complex, multi-step tasks and combine multiple requests in a single command. Users can now ask Gemini to juggle recurring events, move calendar items around, and parse requests with more nuance. The upgrade also improves natural language understanding and device identification, fixing bugs that previously confused similar device names or bungled intent.
This is the groundwork. Google Home with Gemini 3.1 is teaching the model how to orchestrate actions across a bounded environment: lights, thermostats, calendars, reminders. Remy is the same orchestration layer, but enterprise-grade, plugged into Gmail, Drive, Sheets, Docs, Meet — the full Google Workspace stack that already runs millions of jobs.
Key differences between the two:
- Remy is internal-only, employee-tested, action-focused across productivity tools
- Google Home Gemini is live for consumers, smart home-focused, handling requests in the physical environment
- Both are training the same underlying capability: multi-step task execution without human handholding
The real question is timing. Business Insider notes that "agents are a big focus for AI labs right now" because the models are finally good enough to be reliable at autonomous execution. Google doesn't have a widely available agent product yet, but it's been rolling out "Agent Mode" and related features with access gated by subscription tier. Remy could be the full realization of that mode, the version where Gemini stops being a copilot and becomes the pilot.
The Implication
If Remy ships, Google isn't just competing with OpenAI's Claw or Anthropic's agent experiments. It's leveraging the biggest moat in tech: distribution. Gemini already sits inside Android, Chrome, Workspace, and Home devices. An agent that can act across that entire surface area, authenticated and integrated from day one, doesn't need to convince users to adopt a new platform. It just upgrades the one they're already using.
For now, watch what Google employees are building with Remy. Internal dogfooding at scale is how Google tests what's real. If Remy proves reliable in employee workflows, expect a staged rollout: Workspace Enterprise first, then tiered consumer access. The smart home upgrades are the appetizer. The agent economy entrée is warming in the kitchen.