* refactor(ocsf): attribute events to session-bound contexts A supervisor process that hosts several sandboxes cannot use one process-wide OCSF context: every event would carry the wrong sandbox identity, and middleware requests read their sandbox identity from the same context. Builders now accept a ContextRef, either a borrowed context or a context shared by a hosted session, so per-session contexts need not be leaked. ctx() returns the context bound to the calling thread when present and falls back to the process-wide context otherwise. OCSF JSON output settings can likewise be bound per thread, and OpenTelemetry can parent a span from an explicit W3C trace context instead of process environment. A dedicated supervisor keeps using the process-wide context. Signed-off-by: Drew Newberry <anewberry@nvidia.com> * refactor(supervisor): scope gateway credentials and network state to a session The supervisor kept its gateway bearer, Sandbox Protocol bearer, and renewal task in process-wide slots, and the network supervisor read provider token grants, proxy CA files, and the gateway identity from process environment. A second sandbox in the same process would have replaced or rotated the first sandbox's credentials, reused its provider access tokens, and exposed its denials through policy.local. GatewayCredentials now holds one session's gateway and Sandbox Protocol credentials and their renewal; every gateway client receives a GatewayEndpoint that pairs the URL with them, including log push, ConnectSupervisor and its redirects, and extension-credential rotation. run_networking takes a NetworkSession with the sandbox identity, the session's gateway access, its Workload API socket, its policy.local denial source, and its proxy CA files. Provider token grants use a cache and HTTP client owned by the session and fail closed without a Workload API socket. run_session supervises one generation from an explicit SessionConfig and owner-provided SessionControls. run_sandbox_with_backend remains the dedicated entry point: it keeps the process-wide OCSF context, reads the same environment, binds readiness endpoints to session readiness, and stops on SIGTERM or SIGINT. The binary shares one set of credentials between log push and supervision, as before. Signed-off-by: Drew Newberry <anewberry@nvidia.com> * feat(supervisor): host concurrent sessions on session-bound runtimes SessionHost runs several supervisor sessions in one process. Each session gets its own Tokio runtime, and every thread that runtime starts, plus the thread driving it, is bound to the session's OCSF context, OCSF JSON settings, log sink, and denial log. Tasks, blocking work, reconnects, and credential renewal spawned by a session therefore keep its identity, while threads outside any session carry none and push no logs. Gateway credentials stay explicit per session. Removing a session stops its workload gracefully, or cancels it at once while it is still starting, then shuts down only its runtime and revokes its gateway credentials. The key stays registered until the session thread has finished, so the same generation cannot gain a second owner while one is stopping. A panicking session reports a failure, clears its readiness, and is revoked the same way. Hosted sessions get a private proxy trust directory and serve policy.local denials from their own log. A focused test runs two sessions concurrently and checks that nested and blocking tasks see their own identity, gateway requests carry their own bearer, log lines reach only their own stream, and removing one leaves the other supervising. Closes #4699 Signed-off-by: Drew Newberry <anewberry@nvidia.com> * refactor(supervisor): name hosted lifetimes sandbox instances A sandbox instance is one running generation of a stable Sandbox resource. Gateway transport connections and the gateway supervisor sessions they carry can reconnect within one instance, so the hosted object, its configuration, controls, host, and per-instance network, denial, and token-grant state now use the sandbox instance name. Rename session_host to sandbox_instance_host, run_session to run_sandbox_instance, and SessionConfig, SessionControls, SessionHost, and related hosted types to their SandboxInstance equivalents. Gateway supervisor sessions, SSH sessions, and authentication session types keep their names. No wire, configuration, or lifecycle behavior changes. Signed-off-by: Drew Newberry <anewberry@nvidia.com> * refactor(supervisor): launch sandbox instances from one config and prepared bindings Replace SandboxRunConfig and its field-by-field copy into SandboxInstanceConfig with a single launch configuration. Live per-instance state (gateway credentials, OCSF context and JSON settings, log sink, and denial log) is now an explicit SandboxInstanceBindings value that the owner prepares once, instead of placeholders the runner or host overwrote. The dedicated binary loads launch inputs from its arguments and environment and shares one GatewayCredentials with log push; run_sandbox_with_backend keeps the process-wide OCSF context, health endpoints, and signal handling. The instance host binds the same SandboxInstanceBindings to its runtime threads and revokes their credentials when the instance ends. Signed-off-by: Drew Newberry <anewberry@nvidia.com> * fix(supervisor): update Windows host proxy test config Signed-off-by: Drew Newberry <anewberry@nvidia.com> --------- Signed-off-by: Drew Newberry <anewberry@nvidia.com>
Important
New in OpenShell 0.1.x: a stable release cadence, new isolation primitives, an expanded extension surface, and new APIs. Read the 0.1.0 upgrade guide.
OpenShell is the safe, private runtime for fleets of autonomous AI agents. Agents are most useful when they can read files, install packages, call APIs, and use credentials. OpenShell gives them that capability without giving them unrestricted access to your data, secrets, or network. You declare what each agent can touch in a policy, and OpenShell enforces it.
How It Works
OpenShell governs what agents can do in two ways: it instruments the kernel to enforce policy on every file access, system call, and network connection at runtime, and it uses formal verification to check what a policy change would allow before it is applied.
- Kernel-level enforcement. Each agent runs in an isolated sandbox. Kernel controls confine which files it can access and which system calls it can make, and every network connection passes through a policy check before it leaves the sandbox. Agents never see real credentials; OpenShell adds them only to requests bound for approved endpoints.
- Formally verified policy changes. Before a policy change is approved, OpenShell uses formal verification to flag risky new access it would grant, such as reaching a new host with credentials or calling a new API method, so those changes wait for human review.
See Architecture for how the gateway, supervisor, and sandbox fit together.
Quickstart
You need Linux, macOS on Apple Silicon, or Windows with WSL 2 (experimental), plus Docker, Podman, or host virtualization. See the Support Matrix for details.
curl -LsSf https://raw.githubusercontent.com/NVIDIA/OpenShell/main/install.sh | sh
openshell sandbox create --name demo
The installer sets up the CLI and a local gateway. The default sandbox image is minimal Ubuntu with no agent installed. To run a real agent, follow Run Your First Agent: it runs OpenCode against a free OpenRouter model and shows how to approve new access as the agent needs it.
Explore Further
- Sandboxes: images, runtimes, GPUs, and lifecycle.
- Policies: filesystem, network, and process rules, with the advisor and prover for reviewing changes.
- Providers: credentials that work only at approved endpoints, including inference.
- Gateways: the control plane for sandboxes, policy, and access.
- Kubernetes: deploy the gateway with Helm. Your CNI must enforce
NetworkPolicy. - Extensibility: middleware, interceptors, and compute drivers.
- Tutorials: step-by-step policy and agent walkthroughs.
- Prerelease and development builds: try an upcoming release or the latest commit on
main.
Agent Skills
Install the public OpenShell skills for your coding agent:
npx skills add NVIDIA/OpenShell
The skills teach your agent to drive the OpenShell CLI, write sandbox policies, and debug gateways and inference routing. They live in skills/ and work without an OpenShell source checkout.
SDKs
SDKs connect applications to an OpenShell gateway. They do not install the CLI. Use the same OpenShell release for the SDK and the gateway when possible.
| Language | Install | Docs |
|---|---|---|
| Python | uv add openshell |
README |
| TypeScript | npm install @nvidia/openshell-sdk (GitHub Packages) |
README |
| Go | go get github.com/NVIDIA/OpenShell/sdk/go@latest |
README |
| Rust | cargo add openshell-sdk --git https://github.com/NVIDIA/OpenShell --tag <release-tag> |
Installation and usage |
Community
- Questions and discussion: GitHub Discussions
- Bug reports and feature requests: GitHub Issues, using the issue templates
- Security vulnerabilities: follow SECURITY.md. Do not open a GitHub issue.
- Roadmap: OpenShell Roadmap and the RFC board
- Try it in the cloud: Brev Launchable
OpenShell is built agent-first: it is developed with the same agent-driven workflows it enables. See CONTRIBUTING.md for development setup and the contribution workflow, and AGENTS.md for repository coding conventions.
Telemetry
OpenShell collects anonymous telemetry, limited to operational categories and counts, to help improve the project. It does not collect sandbox names, hostnames, file paths, prompts, credentials, provider or model names, or user content. To disable it, set OPENSHELL_TELEMETRY_ENABLED=false on the gateway, or server.telemetryEnabled=false for Helm installs. You can also compile telemetry out entirely. See Telemetry for details and the community telemetry reports for published usage trends.
Notice and Disclaimer
This software automatically retrieves, accesses or interacts with external materials. Those retrieved materials are not distributed with this software and are governed solely by separate terms, conditions and licenses. You are solely responsible for finding, reviewing and complying with all applicable terms, conditions, and licenses, and for verifying the security, integrity and suitability of any retrieved materials for your specific use case. This software is provided "AS IS", without warranty of any kind. The author makes no representations or warranties regarding any retrieved materials, and assumes no liability for any losses, damages, liabilities or legal consequences from your use or inability to use this software or any retrieved materials. Use this software and the retrieved materials at your own risk.
License
This project is licensed under the Apache License 2.0.