Clusterfudge Sandboxes

Computers for AI agents

Give agents secure, scalable computers of their own. Full UI control, terminal access, file operations, and process management in an isolated environment.

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Persistent

Maintains state across sessions

Sandboxed

Each AI gets its own sandboxed instance

Burstable

Scales from 1 to 1000s of sandboxes in seconds

Customisable

Pre-configure your image, apps, and dependencies

Complete control

Everything an agent needs to get work done

Clusterfudge Sandboxes provide full-featured computers for AI agents to work autonomously and securely.

UI interaction

Full keyboard and mouse control for agents to navigate applications just like humans. Support for clicks, drags, scrolling, and complex key combinations.

Terminal access

Secure command execution with isolation between agents. Execute any command with persistent history and full output capture.

File operations

Create, view, edit, and download files. Perfect for coding tasks, data analysis, and document creation with full file system access.

Process management

Launch and control processes with stdin/stdout streams. Monitor exit codes and kill processes when needed.

Interactive process communication

Write to process stdin, read from stdout/stderr, and monitor exit codes in real-time. Perfect for interactive application control and script execution.

File transfer capabilities

Download files/folders from sandboxes and upload content directly. Enables seamless data exchange between sandboxes and your systems for training.

Panopticon

Monitor all your sandboxes in real-time with the Panopticon dashboard. Have visibility into every action taken by your agents, with full audit trails and the ability to take direct control when needed.

Clusterfudge Sandboxes Panopticon

Enterprise-ready

Secure, scalable, and manageable

Built with security, performance, and observability as core principles. Deploy with confidence in production environments.

Persistent state

Sandbox state persists across sessions. Your agents can pause work and resume later without losing progress.

Security isolation

Each agent gets its own isolated environment. Strong authentication with token-based access control for secure operations.

Burstable scaling

Scale from 1 to 1000s of sandboxes in seconds. Handle peak load with automatic provisioning and shutdown to optimise costs.

Full customisation

Pre-configure your image with apps, dependencies, and starting state to give agents exactly what they need from the start.

Complete audit trail

Full history of all actions taken by agents. Review terminal commands, file changes, and UI interactions for transparency.

Human oversight

Take control at any time through the Panopticon dashboard. Observe active sandboxes and intervene when necessary.

Simple to integrate

  • Powerful Python SDK with intuitive API
  • Control UI, terminal, file system, and processes
  • Seamless integration with existing AI pipelines
  • Authentication tokens for secure access control
  • Persistent storage across sessions

Endless possibilities

Clusterfudge Sandboxes enable AI agents to accomplish complex tasks that require real computer interaction.

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Data analysis

Let agents use data science tools to analyze complex datasets, generate visualisations, and run simulations.

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Software development

Enable agents to write, test, and debug code in real development environments with proper tools and dependencies.

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Web research

Agents can browse the web, download content, and synthesize information from multiple sources.

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Document processing

Process and create documents, spreadsheets, and presentations using real office applications.

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Automation testing

Test your applications with AI agents that can interact with your UI just like human testers would.

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Content creation

Generate images, videos, and other media using professional creative applications.

Start a sandbox in seconds

Join leading AI companies building agents on top of Clusterfudge Sandboxes.