Daytona - Secure Infrastructure for Running AI-Generated Code
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Daytona - Secure Infrastructure for Running AI-Generated Code

daytona.io

Deploy Al code with confidence using Daytona's lightning-fast infrastructure. 90ms environment creation, stateful operations, and enterprise-grade security.

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详细内容

Run AI Code.

Secure and Elastic Infrastructure for

Running Your AI-Generated Code.

Start for Free

View Docs

pip install daytona

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fromdaytonaimportDaytona

daytona = Daytona()

sandbox = daytona.create()

response = sandbox.process.code_run(

'print("Hello World!")'

)

print(response.result)

response = sandbox.process.exec(

'echo "Hello World from exec!"',cwd="/home/daytona",timeout=10

)

print(response.result)

file_content = b"Hello, World!"

sandbox.fs.upload_file("/home/daytona/data.txt",file_content)

Agents at these companies use Daytona

Fast, Scalable, Stateful Infrastructure for AI Agents.

Lightning-Fast Infrastructure for AI Development

Sub 90ms sandbox creation from code to execution.

90ms

sandbox = daytona.create

Separated & Isolated Runtime Protection

Execute AI-generated code with zero risk to your infrastructure.

Massive Parallelization

for Concurrent AI Workflows

Execute code in isolated environments with realtime output.

Programmatic Control. File, Git, LSP, and Execute API.

Process Execution

Execute code and commands in isolated envs with real-time output streaming.

File System Operations

Manage sandboxes with full CRUD operations and granular permission controls.

Git Integration

Native Git operations and secure credential handling.

Builtin LSP Support

Language server features with multi-language completion and real-time analysis.

from daytona importDaytona,CreateSandboxParams

daytona = Daytona()

params = CreateSandboxParams(

language="python",

)

sandbox = daytona.create(params)

# Run the code securely inside the sandbox

response = sandbox.process.code_run('print("Hello World!")')

ifresponse.exit_code != 0:

print(f"Error:{response.exit_code}{response.result}")

else:

print(response.result)

# Execute an os commandinthe sandbox

response = sandbox.process.exec('echo "Hello World from exec!"',cwd="/home/daytona",timeout=10)

ifresponse.exit_code != 0:

print(f"Error:{response.exit_code}{response.result}")

else:

print(response.result)

daytona.remove(sandbox)

AI-First Infrastructure. Optimized for LLMs, Agents, and Evals.

  • AI Evaluations

Scale evals across parallel environments with reproducible snapshot states.

  • Code Interpreter

Run untrusted code in isolated environments with real-time output streaming.

  • Coding Agents

Execute AI agents code with RESTful API and state persistence across parallel runs.

  • Data Analysis

Process large datasets on clusters with optimized data locality.

  • Data Visualisation

Enable your AI agent to run code and instantly render charts, plots, and visual outputs.

  • Reinforcement Learning for Agents

Simplify RL training and enable long-horizon planning in dynamic, stateful environments

  • Computer Use

Let Your Agent Use the Computer Like a Human Would.

  • AI Evaluations

Scale evals across parallel environments with reproducible snapshot states.

  • Code Interpreter

Run untrusted code in isolated environments with real-time output streaming.

  • Coding Agents

Execute AI agents code with RESTful API and state persistence across parallel runs.

  • Data Analysis

Process large datasets on clusters with optimized data locality.

  • Data Visualisation

Enable your AI agent to run code and instantly render charts, plots, and visual outputs.

  • Reinforcement Learning for Agents

Simplify RL training and enable long-horizon planning in dynamic, stateful environments

  • Computer Use

Let Your Agent Use the Computer Like a Human Would.

  • AI Evaluations

Scale evals across parallel environments with reproducible snapshot states.

  • Code Interpreter

Run untrusted code in isolated environments with real-time output streaming.

  • Coding Agents

Execute AI agents code with RESTful API and state persistence across parallel runs.

  • Data Analysis

Process large datasets on clusters with optimized data locality.

  • Data Visualisation

Enable your AI agent to run code and instantly render charts, plots, and visual outputs.

  • Reinforcement Learning for Agents

Simplify RL training and enable long-horizon planning in dynamic, stateful environments

  • Computer Use

Let Your Agent Use the Computer Like a Human Would.

  • AI Evaluations

Scale evals across parallel environments with reproducible snapshot states.

  • Code Interpreter

Run untrusted code in isolated environments with real-time output streaming.

  • Coding Agents

Execute AI agents code with RESTful API and state persistence across parallel runs.

  • Data Analysis

Process large datasets on clusters with optimized data locality.

  • Data Visualisation

Enable your AI agent to run code and instantly render charts, plots, and visual outputs.

  • Reinforcement Learning for Agents

Simplify RL training and enable long-horizon planning in dynamic, stateful environments

  • Computer Use

Let Your Agent Use the Computer Like a Human Would.

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More Than a Sandbox. The Runtime AI Agents Actually Need.

Snapshot v32

Node.js 18.0

Snapshot v33

Node.js 18.0

01/12/2025

Environment Snapshots

Save, Restore, and Resume Any Agent Workflow Instantly

India Asia-South

EU Central(Frankfurt)

EU West(London)

USEast(WashingtonDC)

US West(Oregon)

Run Near Your Agents

Low-Latency Sandboxes Deployed in Your Region

Stateful by Design

Daytona Sandboxes Run Indefinitely — Built for Long-Running Tasks and Persistent Agents

Volumes

Let Agents Access Shared Data Across Sandboxes Without Breaking Isolation

Computer Use

Computer Use Sandbox

Secure virtual desktops (Linux, Windows, macOS) you can control with code. Deploy desktop automation with full programmatic access and isolated environments.

Linux (Ubuntu)

Linux desktop with full root access. Ready for automation, development, and testing with complete programmatic control.

Get Started

MacOS

macOS desktop for iOS development and testing. Code-controlled macOS instances perfect for mobile app automation and development.

Get Started

Windows

Full Windows desktop with programmatic control. Perfect for Windows-specific automation, testing, and development workflows.

Get Started

Human in the Loop. Full Access for Debugging, Oversight, or Intervention—Without Breaking Autonomy.

SSH Access

Secure Shell Access to Any Sandbox, Instantly and Safely

VS Code Browser

Open Sandboxes in Your Editor With One Click.

Web Terminal

Full Terminal in the Browser. No Setup. No Latency.

user@user-mac ~ daytona

login as: admin

Trust Through Transparency. 

 Open Codebase. Your Cloud. Certified Security.

Talk to Our Team

Open-Source Transparency

Verify Every Line of Code. No Black Boxes. No Hidden Logic.

Single-Tenant Available

Your sandboxes run on isolated, dedicated infrastructure. No shared compute, no cross-tenant risk.

Enterprise Compliance

Meets HIPAA, SOC 2, and GDPR Standards Out of the Box.

Per Hour

Per Second

Compute

vCPU

$0.0504/h

Memory

GiB

$0.0162/h

Storage

GiB

$0.000108/h

*5 GB Free then price for each GB/s after

Instant Sandboxes. Pay-as-You-Go.

Daytona lets you spin up sandboxes in milliseconds and shut them down just as fast.

Use what you need, when you need it. $200 in free compute included.

GPU

12GB GDDR6

GPU

16-CORE

GPU

16-CORE

GPU

8-CORE

GPU

32-CORE

GPU

12GB GDDR6

What Builders Say About Daytona.

  • One thing that Daytona does incredibly well is its sandbox provisioning times. When you're provisioning tens of thousands of sandboxes, those milliseconds add up, and no other solution we tested could match their speed.

Abhi Ingle

Chief Product & Strategy Officer at SambaNova

  • While building our coding agent, we hit limitations around our sandboxing. Daytona jumped in, contributed a working PR within hours, and fully unblocked us. They pulled a Collison.

Harrison Chase

CEO & Founder of LangChain

  • Maintaining a homegrown sandbox solution that powers apps for billions of global users was expensive and time-consuming. We didn’t have the bandwidth to upgrade it because we wanted to move forward with our actual AI products.

Paul van der Boor

Vice President of AI at Prosus

  • Provisioning development environments remains to be a pain. Existing solutions focus too much on remote environments somewhere in 'the cloud'. Daytona's approach is much smarter – help the developer in any environment, remote or local.

Jernej Strasner

Director of Engineering at Sentry

  • At last, we can standardize development environments to function more like a well-oiled machine than bespoke artworks. This lets devs spin up and shut down environments seamlessly, avoiding configuration drift.

Shawn Wang

Writer, Speaker, Developer Advocate

  • The industry has chosen the cloud as the premier place to distribute software, but space for building software is wide open. Daytona is uniquely positioned to own this space and I want to be a part of that revolution.

Brian Douglas

Founder and CEO, Open Sauced

  • One thing that Daytona does incredibly well is its sandbox provisioning times. When you're provisioning tens of thousands of sandboxes, those milliseconds add up, and no other solution we tested could match their speed.

Abhi Ingle

Chief Product & Strategy Officer at SambaNova

  • While building our coding agent, we hit limitations around our sandboxing. Daytona jumped in, contributed a working PR within hours, and fully unblocked us. They pulled a Collison.

Harrison Chase

CEO & Founder of LangChain

  • Maintaining a homegrown sandbox solution that powers apps for billions of global users was expensive and time-consuming. We didn’t have the bandwidth to upgrade it because we wanted to move forward with our actual AI products.

Paul van der Boor

Vice President of AI at Prosus

  • Provisioning development environments remains to be a pain. Existing solutions focus too much on remote environments somewhere in 'the cloud'. Daytona's approach is much smarter – help the developer in any environment, remote or local.

Jernej Strasner

Director of Engineering at Sentry

  • At last, we can standardize development environments to function more like a well-oiled machine than bespoke artworks. This lets devs spin up and shut down environments seamlessly, avoiding configuration drift.

Shawn Wang

Writer, Speaker, Developer Advocate

  • The industry has chosen the cloud as the premier place to distribute software, but space for building software is wide open. Daytona is uniquely positioned to own this space and I want to be a part of that revolution.

Brian Douglas

Founder and CEO, Open Sauced

  • One thing that Daytona does incredibly well is its sandbox provisioning times. When you're provisioning tens of thousands of sandboxes, those milliseconds add up, and no other solution we tested could match their speed.

Abhi Ingle

Chief Product & Strategy Officer at SambaNova

  • While building our coding agent, we hit limitations around our sandboxing. Daytona jumped in, contributed a working PR within hours, and fully unblocked us. They pulled a Collison.

Harrison Chase

CEO & Founder of LangChain

  • Maintaining a homegrown sandbox solution that powers apps for billions of global users was expensive and time-consuming. We didn’t have the bandwidth to upgrade it because we wanted to move forward with our actual AI products.

Paul van der Boor

Vice President of AI at Prosus

  • Provisioning development environments remains to be a pain. Existing solutions focus too much on remote environments somewhere in 'the cloud'. Daytona's approach is much smarter – help the developer in any environment, remote or local.

Jernej Strasner

Director of Engineering at Sentry

  • At last, we can standardize development environments to function more like a well-oiled machine than bespoke artworks. This lets devs spin up and shut down environments seamlessly, avoiding configuration drift.

Shawn Wang

Writer, Speaker, Developer Advocate

  • The industry has chosen the cloud as the premier place to distribute software, but space for building software is wide open. Daytona is uniquely positioned to own this space and I want to be a part of that revolution.

Brian Douglas

Founder and CEO, Open Sauced

  • One thing that Daytona does incredibly well is its sandbox provisioning times. When you're provisioning tens of thousands of sandboxes, those milliseconds add up, and no other solution we tested could match their speed.

Abhi Ingle

Chief Product & Strategy Officer at SambaNova

  • While building our coding agent, we hit limitations around our sandboxing. Daytona jumped in, contributed a working PR within hours, and fully unblocked us. They pulled a Collison.

Harrison Chase

CEO & Founder of LangChain

  • Maintaining a homegrown sandbox solution that powers apps for billions of global users was expensive and time-consuming. We didn’t have the bandwidth to upgrade it because we wanted to move forward with our actual AI products.

Paul van der Boor

Vice President of AI at Prosus

  • Provisioning development environments remains to be a pain. Existing solutions focus too much on remote environments somewhere in 'the cloud'. Daytona's approach is much smarter – help the developer in any environment, remote or local.

Jernej Strasner

Director of Engineering at Sentry

  • At last, we can standardize development environments to function more like a well-oiled machine than bespoke artworks. This lets devs spin up and shut down environments seamlessly, avoiding configuration drift.

Shawn Wang

Writer, Speaker, Developer Advocate

  • The industry has chosen the cloud as the premier place to distribute software, but space for building software is wide open. Daytona is uniquely positioned to own this space and I want to be a part of that revolution.

Brian Douglas

Founder and CEO, Open Sauced

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Agents can now use the same tools as humans. Everything Docker Provides Natively Now as Part of Daytona.

Declarative Image Builder

Build Snapshots Through the SDK. No CLI. No Uploads. No Registry.

Image Templates Based on Docker

Use Off-the-Shelf Docker Images Without Modification or Wrappers.

Docker in Docker

Easily Run Docker Containers Inside Daytona Sandboxes.

Dockerfile Support

Drop in a Dockerfile and Daytona Handles the Rest.

Docker Compose Support

With Daytona, Agents Also Get Ready-to-Code Environments From a Single File

Talk to Our Team

Join Community Slack

Run AI Code on Daytona

FAQs

Extra questions about the how and the why?

Reach out on our community channel and we’ll happily expand.

What is Daytona and how does it enable AI?

How does Daytona ensure the safe execution of AI-generated code?

What are AI Sandboxes and how do they enhance agentic AI workflows?

How can I integrate Daytona into my existing development stack?

What security measures does Daytona implement for AI development?

Can I Run My Own Instance of Daytona?

How does Daytona support the development and deployment of AI agents?

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