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  • AI DevelopmentAgents, evaluations and reliable delivery11
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Seven fields. Connected ideas.
Start with a better question.
  • 01 / Product Strategy
    When Building Gets Cheap, Product Judgment Gets Expensive

    Claude Code expands the space of possible products. The differentiator is no longer a convincing specification—it is choosing, testing and shipping the right experience.

    8 min read · interactive
  • 02 / Future of Work
    More Agents. One Person Who Signs Off.

    Leaders are using AI more often, but adoption is not ability. As execution accelerates, accepted work—not generated output—becomes the real productivity measure.

    8 min read · interactive
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← AI knowledge base/Tasks: what AI is used for

AI agents for business automation

Agents that take actions across tools, from filing tickets to placing orders.

Commonly used tools
Model Context Protocol (MCP), Agent2Agent (A2A) protocol, Manus

Start read-only, add write access behind approval, and log every action.

Connected

  • Model Context Protocol (MCP)An open protocol, introduced by Anthropic in November 2024, that standardises how AI applications connect to external tools and data sources.
  • Agent2Agent (A2A) protocolAn open protocol, launched by Google in April 2025, for agents from different vendors to discover each other and exchange tasks.
  • ManusAI agent

Linked from

  • Claude DuetAnthropic’s proactive personal agent: it works in connected apps on a cloud computer and returns briefs, files and approval requests. Launched as an invitation-only US Pro and Max research preview in October 2026.

More tasks: what ai is used for

  • AI for software developmentUsing language models and coding agents to write, refactor, test and review code.
  • AI for researchUsing AI systems to search, read and synthesise sources into cited answers.
  • AI for writing and editingUsing language models to draft, restructure and edit text.
  • AI for image generationCreating and editing images from text prompts.
  • AI for speech and voiceConverting speech to text, text to speech and cloning voices.
  • AI search visibility (AEO / GEO)Making a business understandable and citable by AI answer engines.

Sources

    GM.
    George Moreas.

    Senior product leader and hands-on AI builder writing about search, automation, ecommerce, and the systems changing how companies operate.

    moreas.george@gmail.com
    Boca Raton, FL

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