# Use Cases

How Everruns enables reliable, long-running AI agent execution.

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## [Long-Running Research Agents](/use-cases/long-running-research-agents/)

Run long-running AI research agents for hours or days with durable execution, persisted progress, and automatic recovery from crashes, restarts, or worker loss.

## [Headless Agent Platform](/use-cases/headless-agent-platform/)

Run headless AI agents as backend services with API integration, centralized governance, durable execution, and control inside your security perimeter.

## [Physical World Agents](/use-cases/physical-world-agents/)

Orchestrate physical-world AI agents for labs, sensors, and robotics with durable execution that keeps extended workflows recoverable after failures at scale.

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[Back to home](/)

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## Machine-readable entry points

- [/llms.txt](https://everruns.com/llms.txt): index of this site written for language models.
- [/llms-full.txt](https://everruns.com/llms-full.txt): every page on this site as one document.
- [/auth.md](https://everruns.com/auth.md): how an agent obtains Everruns API credentials.
- [/.well-known/ai-catalog.json](https://everruns.com/.well-known/ai-catalog.json): ARD capability manifest.
- [/.well-known/mcp/server-card.json](https://everruns.com/.well-known/mcp/server-card.json): MCP server card for Everruns Cloud.
- [/.well-known/agent-skills/index.json](https://everruns.com/.well-known/agent-skills/index.json): agent skills for working with Everruns.

Any page on this site serves Markdown to `Accept: text/markdown`.