Google Cloud's Gemini agent plans work, runs subagents and routes jobs between Gemini and Claude

Google Cloud on 8 October 2026 announced the Gemini agent at its Gemini at Work event, describing it in a Google post as "a universal agent for work." The pitch is one prompt box for questions, documents, media and code. Google says the agent plans the work, uses skills and tools, connects to a company's business systems and brings back finished work inside documents, the inbox and developer environments. It is in private preview, and 9to5Google reports wide availability is coming "soon" for Workspace customers on select Business and Enterprise plans.

The agent picks a model for each job. Today that means Google's Gemini models and Anthropic's Claude models, and Google says other private and open models will follow, according to TechCrunch. Users can override the automatic pick. For longer work it hands pieces to subagents that can run in parallel or in sequence "for hours or days," and it keeps four kinds of memory, session, semantic, procedural and episodic, 9to5Google reports.

It also gets its own identity. TechCrunch reports the agent has its own Workspace account and email address, knows teams, time zones and calendars, and writes an audit trail under its own name rather than a person's. People can tag it in Gmail, Docs, Sheets, Slides and Chat, email it, or reach it from Slack, Microsoft 365, ServiceNow, the command line and mobile apps. Connectors include Jira, Confluence, Git, BigQuery, Databricks, Postgres, Snowflake and any Model Context Protocol server. CNBC reports versions for financial services and legal work are in preview, with government, healthcare and retail versions coming.

Key facts

• Primary: Google post on the Gemini agent and the Google Cloud press corner, 8 October 2026
• Independent: TechCrunch, 9to5Google and CNBC, 8 October 2026
• Status: private preview; none of these sources gives a price or a general availability date
• Models: Gemini and Claude today, routed per job, with more models promised
• Cost controls: smart routing and real-time spend caps, per TechCrunch
• Early testers named by TechCrunch: On, Shopify and PayPal

How to read it

Nearly everything known so far comes from Google's keynote and posts. There are no outside evaluations, no public pricing and no open access yet, so Google's claim that routing lowers cost cannot be checked. The notable design choice is that a Google product will send some jobs to a rival lab's models. The launch also follows OpenAI's Dots and Meta's Muse agents, CNBC notes, so the real tests are reliability on multi-day tasks and how admins limit what an agent with its own inbox can reach.

Independence

Frontier Flux is not affiliated with Google, Anthropic, TechCrunch, 9to5Google or CNBC. Details come from Google's posts and the three outlet reports, not from our own testing.