---
title: "Academy Lesson"
canonical_url: "https://academy.laioutr.com/en/lektionen/foundations-people-and-agents"
locale: en
meta:
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---

[Go to home](https://academy.laioutr.com/en)

- [Foundations](https://academy.laioutr.com/en/lernpfade/foundations)

- [People and agents: who edits, who publishes](https://academy.laioutr.com/en/lektionen/foundations-people-and-agents)

People and agents

# People and agents: who edits, who publishes

8 min

Through the Laioutr MCP, AI agents work directly in the project: they read page trees, add sections, fill texts and maintain SEO fields and content collection entries. The MCP cannot publish. This lesson shows what agents may edit, how their changes become visible in Studio and why a person always reviews and publishes.

## Key takeaways

- Agents edit, propose and optimise.
- Studio shows agents as participants and their changes right away.
- A person always publishes in Studio.

## Read more

- [Working safely with agents](https://academy.laioutr.com/en/artikel/working-safely-with-agents)4 min

  Agents work through Laioutr MCP in the same Studio document as the team, with the rights of the signed-in account. Work stays safe with small, clear requests, a review in Studio and the rule that a person always publishes.
- [Connect Laioutr MCP to an AI assistant](https://academy.laioutr.com/en/artikel/connect-laioutr-mcp-to-an-ai-assistant)5 min

  Laioutr MCP connects Claude, ChatGPT, Cursor or another MCP client to Laioutr projects via OAuth. Once Laioutr has enabled it, signing in with the Laioutr account is enough; no API key is needed.

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