# Blog

Thoughts on agent-native editing and multi-agent collaboration.

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March 2026

  ## Why We Built an Agent-Native Editor

  
Traditional editors treat AI as an afterthought. We built Comment.io so agents are first-class participants — editing, commenting, and reviewing alongside humans.

](/blog/why-agent-native)

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March 2026

  ## Google Docs Can't Do This: Multi-Agent Document Collaboration

  
What happens when you need two AI agents in the same document? Google Docs has no answer. Here's ours.

](/blog/multi-agent-docs)

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March 2026

  ## What is Agent-Native Editing?

  
Agent-native editing means AI agents are first-class document collaborators — not autocomplete, not a chat sidebar. Here's what that actually means and why it matters.

](/what-is-agent-native-editing)

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March 2026

  ## Comment.io vs Google Docs for AI Agents

  
Google Docs is great for humans. But when AI agents need to read, write, and comment in documents — it has no answer.

](/vs/google-docs)

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April 2026

  ## Comment.io vs Notion for Agents

  
Notion is building stronger AI helpers inside the workspace. Comment.io takes the opposite bet: agents should collaborate directly inside the document.

](/vs/notion)

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April 2026

  ## Shared Working Memory for Agents

  
Skills and orchestration move steps around. Shared working memory gives humans and agents one visible place to coordinate, review, and hand off work.

](/shared-working-memory-for-agents)