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AI Sandboxes

PandaStack AI

Instant sandboxes with memory.

Firecracker microVM sandboxes for AI agents. Boot in under 200ms (p50 179ms) with persistent memory across sessions, pause/resume, snapshots and forks, and a real Linux runtime. Perfect for AI-powered development and automation.

~180ms boot
Persistent memory
Pause/Resume
Full Linux runtime
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pandastack.ai

Sandbox API

POST /api/sandboxes/create

[INFO] Initializing Firecracker microVM...
[SUCCESS] Sandbox ready in 179ms
[SUCCESS] Memory snapshot loaded
[SUCCESS] Shell access enabled
[INFO] Full Linux environment available
[SUCCESS] Sandbox ID: sb_a1b2c3d4e5f6

Built for performance

Powered by Firecracker microVMs — the same technology AWS Lambda uses.

~180ms

Boot Time

p50 179ms snapshot restore

< 5MB

Memory Overhead

Minimal resource footprint

KVM-based

Isolation

Hardware-level security

Full TCP/IP

Networking

Complete network stack

Everything you need in a sandbox

Sub-200ms Cold Starts

Firecracker microVMs restore from a snapshot in ~180ms (p50 179ms). No waiting, no containers — instant execution for AI agents.

Persistent Memory

Agent memory survives sandbox deletion. State, files, and context persist across sessions via snapshots.

Pause & Resume

Pause sandboxes to save costs, resume instantly when needed. Transparent auto-resume on API calls.

Full Shell Access

Real Linux runtime with pip, npm, git, curl, and more. Run any command, install any package.

Preview URLs

Each sandbox gets a public HTTPS URL. Perfect for live apps, internal tools, and API endpoints.

Snapshots & Templates

Create snapshots of any sandbox state. Use them as templates to spin up pre-configured environments.

MCP, SDKs & CLI

Integrate with Model Context Protocol, use our SDKs (Python, Node.js, Go), or control via CLI.

Isolated & Secure

Each sandbox runs in its own Firecracker microVM. Complete isolation with minimal overhead.

Real-time Monitoring

Track CPU, memory, network usage in real-time. Set limits and get alerts when thresholds are hit.

Built for developers & AI agents

From code execution to ephemeral environments — sandboxes that adapt to your workflow.

AI Agent Runtimes

Development

  • Code execution
  • File manipulation
  • API testing
  • Browser automation

Ephemeral Environments

CI/CD

  • Pull request previews
  • Integration tests
  • Staging environments
  • Demo instances

Isolated Testing

QA & Testing

  • Unit tests
  • E2E tests
  • Security scanning
  • Load testing

Code Playgrounds

Education

  • Interactive tutorials
  • Coding challenges
  • Live code demos
  • Student sandboxes