Building a safe, effective sandbox to enable Codex on Windows

Building a safe, effective sandbox to enable Codex on Windows | OpenAI

May 13, 2026

Building a safe, effective sandbox to enable Codex on Windows

By David Wiesen, Member of Technical Staff

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When I joined the Codex engineering team in September 2025, Codex for Windows didn’t have a sandbox implementation meaning that Windows users were forced to choose between two subpar options when using OpenAI's coding agents:

1. Approving nearly every command (even reads) that a coding agent wanted to run, which is inefficient and pesky. A major benefit of using Codex is that you don’t have to do all the tedious work yourself. 2. Enabling Full Access mode: letting Codex run all commands without approval or restrictions, which removes friction at the expense of oversight.

Codex⁠, our coding agent, runs on developer laptops—whether that's through the CLI, the IDE extension, or the desktop app. It manages a conversation between a human at a keyboard and a model running in the cloud to handle inference.

Codex runs with the permissions of a real user by default, meaning it can do everything the user can do. This is powerful and potentially dangerous. The coding model may tell the harness to run commands locally, from running tests to reading or editing a file to creating a Git branch, so Codex's default mode attempts to find the right balance between effectiveness and safety. This default mode allows Codex to read files almost anywhere and write files within your workspace (i.e., the directory where you're running Codex), with no internet access unless you specify you want it. To achieve this automatic constraint of writing files and accessing the network within safe bounds, Codex needs a sandbox environment that actually enforces these constraints.

A sandbox is a constrained execution environment. When a developer uses Codex, their computer's operating system launches a command with reduced permissions, and those constraints propagate down the process tree. Every Codex command is sandboxed from the start, and every descendant process stays inside the same boundary.

Codex needs isolation features enforced by the computer's operating system to implement an effective sandbox. Some operating systems provide utilities that do this well (e.g., Seatbelt on MacOs, seccomp or bubblewrap on Linux); however, Windows doesn't currently provide this type of capability out of the box.

To make Codex just as safe and delightful to use on Windows as it already is everywhere else, we needed to implement our own sandbox.

Where existing Windows tools fell short

Windows offers some tools and primitives for isolation. While none of them quite met our requirements, we looked at a number of potential solutions—namely, AppContainer, Windows Sandbox, and Mandatory Integrity Control labeling.

AppContainer

• What: AppContainer is the native Windows sandbox, a capability-based isolation model built for apps that know, up front, exactly what they need to access.
• Why: Appealing because it offers a real OS boundary instead of best-effort restrictions.
• Why not: Codex is not one tightly scoped app. It drives open-ended developer workflows: shells, Git, Python, package managers, build tools, and whatever other binaries the agent decides it needs. In practice, that made AppContainer the wrong shape for the problem. It was strong isolation, but for a much narrower class of workloads than “let an agent operate like a developer.”

Windows Sandbox

• What: Windows Sandbox is Microsoft’s disposable lightweight VM. You get a fresh Windows desktop with a strong isolation boundary, and whatever you do inside it disappears when the session ends.
• Why: Interesting for obvious reasons—far more compatible with arbitrary software than AppContainer, and from a security perspective it's a much stronger box.
• Why not: Codex needs to act directly on the user’s actual checkout, tools, and environment, not inside a separate throwaway desktop that would need setup and host/guest bridging. It also had a fundamental product problem: Windows Sandbox isn't even available on Windows Home SKUs.

Mandatory Integrity Control (MIC) integrity labeling

• What: Windows has a concept called “integrity levels,” such as low, medium, and high, that determine how much the system trusts objects and processes. The basic rule is that a lower-integrity process cannot write to an object with a higher integrity level, even if the normal ACL would otherwise allow it. For example, a low-integrity process is treated as less trusted, so Windows blocks it from writing to normal medium-integrity objects, unless those objects are explicitly relabeled to allow it.
• Why: MIC looked elegant on paper—run Codex at low integrity, relabel the writable roots as low integrity, and let Windows enforce no-writes everywhere else. That would've given us a non-admin path with a real OS mechanism behind it.
• Why not: Like ACLs, integrity labels modify the real host filesystem, and in this case the semantic change is especially broad. Marking a workspace as low integrity does not just mean “Codex can write here.” It means low-integrity processes in general can write there. On a real developer machine, that turns the user’s actual checkout into a low-integrity sink for the host, which is much riskier than granting carefully targeted ACLs to one sandbox design. Even if medium-integrity developer tools continue to work, the underlying trust model of the workspace has changed in a way that's hard to contain and harder to justify.

Having evaluated all of the options as non-starters, we started designing our own solution to bring a good Codex experience to Windows users.

The first prototype: the "unelevated sandbox"

Our first working prototype used a combination of Windows concepts and tools to implement the isolation we needed. From the beginning, one goal was to make this work without requiring elevation, meaning that Codex would not need to prompt the user for administrator privileges just to set up or run the sandbox. That meant figuring out how to put reasonable limits on two things: file writes and network access.

Limiting file writes

If we didn't limit file writes at all, we'd have a safety issue. If we limited file writes too much, the sandbox would hurt user productivity, needing to ask for constant approval. To solve this problem, we relied on two important Windows building blocks: SIDs and write-restricted tokens.

##### SIDs let us give the…