# AI Sandbox

An AI sandbox is an isolated execution environment used to run untrusted code, including code generated by large language models.

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## What is an AI sandbox? A developer's guide

DevFeed: [What is an AI sandbox? A developer's guide](<https://devfeed.tech/articles/what-is-an-ai-sandbox-a-developer-s-guide-13357.md>)

Original publisher: [Read original article](<https://circleci.com/blog/what-is-an-ai-sandbox/>)

Author: Roger Winter

Published: 2026-07-28T16:00:00Z

Content type: tutorial

Language: en

Sources: [The CircleCI Blog Feed | CircleCI](<https://devfeed.tech/sources/the-circleci-blog-feed-circleci.md>)

Topics: [AI Sandbox](<https://devfeed.tech/topics/ai-sandbox.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [ai-code-sandbox](<https://devfeed.tech/tags/ai-code-sandbox.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [ai-development](<https://devfeed.tech/tags/ai-development.md>), [ai-sandbox](<https://devfeed.tech/tags/ai-sandbox.md>), [ai-sandboxing](<https://devfeed.tech/tags/ai-sandboxing.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [database](<https://devfeed.tech/tags/database.md>), [devops-101](<https://devfeed.tech/tags/devops-101.md>), [github](<https://devfeed.tech/tags/github.md>)

### AI overview

This developer guide explains AI sandboxes as isolated execution environments for code generated or run by AI coding agents. It describes how sandboxing limits access to the host machine, other projects, production systems, and credentials, reducing the impact of destructive or mistaken commands while allowing agents to execute with fewer approval interruptions.

### Source excerpt

An AI sandbox isolates code from AI coding agents so destructive commands can't reach your machine or production systems. Learn how AI sandboxing works and where it fits in the development workflow.

## AI sandboxes & volumes: isolated environments for coding agents

DevFeed: [AI sandboxes & volumes: isolated environments for coding agents](<https://devfeed.tech/articles/ai-sandboxes-volumes-isolated-environments-for-coding-agents-30717.md>)

Original publisher: [Read original article](<https://www.windmill.dev/blog/launch-week-ai-sandboxes>)

Author: Ruben Fiszel

Published: 2026-04-01T00:00:00Z

Content type: article

Language: en

Sources: [Windmill Blog](<https://devfeed.tech/sources/windmill-blog.md>)

Topics: [AI Sandbox](<https://devfeed.tech/topics/ai-sandbox.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Persistence](<https://devfeed.tech/topics/persistence.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [environment-variables](<https://devfeed.tech/tags/environment-variables.md>), [launch-week](<https://devfeed.tech/tags/launch-week.md>), [permission](<https://devfeed.tech/tags/permission.md>), [persistence](<https://devfeed.tech/tags/persistence.md>), [sandboxes](<https://devfeed.tech/tags/sandboxes.md>), [scope](<https://devfeed.tech/tags/scope.md>), [volumes](<https://devfeed.tech/tags/volumes.md>)

### AI overview

Windmill introduces AI sandboxes that run Claude Code, Codex, and custom agents in isolated environments with persistent volumes. The article explains how annotations provide process isolation and storage, including synchronization with object storage, exclusive volume leases, caching, and per-user or per-group permissions.

### Source excerpt

Introducing AI sandboxes: run Claude Code, Codex, or custom agents in isolated environments with persistent volumes on Windmill.

## Secure AI Code Execution with Daytona and Encore.ts

DevFeed: [Secure AI Code Execution with Daytona and Encore.ts](<https://devfeed.tech/articles/secure-ai-code-execution-with-daytona-and-encore-ts-17786.md>)

Original publisher: [Read original article](<https://encore.dev/blog/daytona-tutorial>)

Author: Ivan Cernja

Published: 2025-12-02T00:00:00Z

Content type: tutorial

Language: en

Sources: [Encore Updates](<https://devfeed.tech/sources/encore-updates.md>)

Topics: [AI Sandbox](<https://devfeed.tech/topics/ai-sandbox.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [TypeScript](<https://devfeed.tech/topics/typescript.md>), [Database](<https://devfeed.tech/topics/database.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [sandbox](<https://devfeed.tech/tags/sandbox.md>), [typescript](<https://devfeed.tech/tags/typescript.md>)

### AI overview

A tutorial on building a secure backend with Encore.ts and Daytona sandboxes to execute AI-generated code in isolated environments. It covers sandbox creation, timeouts, file operations, execution history, and PostgreSQL storage.

### Source excerpt

Build infrastructure for AI coding agents with sandboxed execution