source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
SATURDAY, OCTOBER 10, 2026
  1. 001Hacker NewsOCT · 09English

    LocalCloud MCP: local cloud workflows for coding agents

    LocalCloud MCP enables coding agents to build, test, and debug Google Cloud applications locally using Docker. It provides a local cloud environment with services like Cloud Storage, Pub/Sub, and BigQuery, eliminating the need for real cloud credentials while supporting integration testing through standard SDKs.

    By LocalCloud Inc
  2. 002Hacker NewsOCT · 09English

    Welcome to Gemini at Work 2026: Introducing the Gemini Agent

    Google Cloud announced Gemini Agent, a universal AI assistant for enterprise work that integrates across Google Workspace and third-party applications. The agent handles knowledge work, content creation, coding, and data analysis with built-in security, governance, and cost controls, with nearly 90% of Fortune 100 companies already using Gemini Enterprise.

    By Thomas Kurian
  3. 003Channel News AsiaOCT · 08English

    OpenAI's annualized revenue $20 billion less than previously signaled, FT reports

    OpenAI's annualized revenue is approximately $50 billion, about $20 billion less than previously reported by media outlets, according to financial documents shared with investors. The discrepancy stems from different calculation methods between OpenAI and rival Anthropic regarding cloud partner revenue inclusion. Both companies may be preparing for public offerings that could clarify their financial sustainability.

  4. 004Hacker NewsOCT · 08English

    The Gemini Agent

    Google Cloud CEO Thomas Kurian announced Gemini, a universal AI agent for work that integrates across Google Workspace and other platforms, handling tasks from knowledge work to coding with built-in security, cost controls, and industry-specific specializations. The agent operates autonomously from a single interface, maintains persistent context across devices, and is now used by nearly 80% of Google Cloud customers and 90% of Fortune 100 companies.

    By Thomas Kurian
  5. 005X 主题热门OCT · 08English

    AI capex · X 热门 · 2026-10-08 18:59 UTC

    OpenAI reported annualized revenues of approximately $50 billion to investors, significantly below the previously reported $70 billion figure. The discrepancy stems from different revenue calculation methods between OpenAI and Anthropic, raising questions about whether AI companies' massive capital expenditures will generate sufficient returns.

  6. 0069to5GoogleOCT · 08English

    Google Cloud announces ‘Gemini agent’ as ‘universal agent for work’

    Google Cloud announced Gemini agent, a universal AI assistant for enterprise work that can handle tasks across Workspace, third-party services, and cloud infrastructure. It functions as a personal assistant or team member, uses multiple model families for optimal quality, and maintains four types of memory to coordinate complex multi-step workflows. The agent is available via mention in Gmail, Docs, Sheets, Slides, and Chat, with wider availability coming soon for select Workspace plans.

    By Abner Li