Claude Managed Agents vs Sandbox0 Managed Agents
Claude Managed Agents and Sandbox0 Managed Agents are easiest to compare by asking one question:
Who owns the managed session, and who owns the runtime execution boundary?
This is not a model-quality comparison. It is an infrastructure comparison.
Both approaches use the managed-agents idea: agents, environments, sessions, events, files or resources, vaults, deployments, and runtime execution. The difference is where the control plane lives and how much runtime control the team needs.
The Quick Comparison#
| Question | Claude Managed Agents | Sandbox0 Managed Agents |
|---|---|---|
| Managed session API | Anthropic | Sandbox0 |
| Session and event truth | Claude Platform | Sandbox0 Managed Agents plane |
| Client SDK path | Anthropic API | Official Anthropic SDK pointed at Sandbox0 |
| Model loop | Claude Managed Agents | Selected Sandbox0 agent harness |
| Runtime execution | Hosted by default, with self-hosted sandbox options for tool execution | Sandbox0 sandboxes, volumes, vaults, and harness runtime adapters |
| Workspace persistence | Product-specific managed-agent environment behavior | Sandbox0 persistent workspaces and volumes |
| Credential model | Claude Managed Agents vault model | Sandbox0 vaults plus Sandbox0 runtime credential projection |
| Best fit | You want Anthropic to own the managed agent control plane | You want Sandbox0 to own the managed-agents backend and execution boundary |
The short version:
- choose Claude Managed Agents when the hosted Claude Platform control plane is the desired product boundary
- choose Sandbox0 Managed Agents when managed-agent semantics are useful, but runtime ownership, workspace persistence, network policy, and backend control should live with Sandbox0
- choose Claude Managed Agents on Sandbox0 when you want Claude to own the agent loop while Sandbox0 provides the self-hosted sandbox execution layer
Control Plane Ownership#
The control plane owns the durable product objects:
- agents
- environments
- sessions
- event streams
- files and resources
- vaults
- deployments and deployment runs
In Claude Managed Agents, that control plane is Anthropic.
In Sandbox0 Managed Agents, the control plane is Sandbox0. Application code uses the official Anthropic SDK shape, but the SDK baseURL points to Sandbox0 and the API key is a Sandbox0 API key.
That difference decides where session truth lives.
If Anthropic owns the session, the session event stream, lifecycle, and hosted product behavior belong to Claude Platform.
If Sandbox0 owns the session, the session event stream, runtime bindings, vault references, and deployment records belong to Sandbox0.
Runtime Ownership#
Managed agents need an execution layer. The agent cannot only think. It also needs to read files, run commands, install packages, call services, and produce artifacts.
Claude Managed Agents can run with Anthropic-managed execution by default, and self-hosted sandbox options move tool execution into infrastructure outside Anthropic's hosted containers.
Sandbox0 Managed Agents makes Sandbox0 the execution substrate. That means the runtime boundary is built from Sandbox0 primitives:
- isolated sandboxes
- persistent volumes
- network policy
- egress credential injection
- runtime observability
- snapshot and restore workflows
- agent-in-sandbox and sandbox-as-tool harness models
The control plane still matters, but runtime ownership is often the deciding factor for platform teams.
Session Truth vs Sandbox State#
A strong managed-agents backend should not treat one sandbox process as the whole system.
Session truth should live outside the sandbox:
- status
- event history
- pending action state
- attached resources
- vault ids
- deployment run records
- runtime binding metadata
The sandbox should be an execution attachment.
Sandbox0 Managed Agents follows that model: the session and event log live in the managed-agents control plane, while the sandbox and workspace volume are runtime attachments. Agent-in-sandbox harnesses claim or resume a sandbox before the run. Sandbox-as-tool harnesses can start in a resident runtime and claim the sandbox only when a sandbox tool is needed.
This distinction is why "persistent workspace" and "durable session" are not the same feature. The session is the truth. The workspace is a durable execution asset. The sandbox is replaceable runtime infrastructure.
Harness Choice#
Sandbox0 Managed Agents supports multiple harness families behind the same managed-agents API:
| Harness | Execution model | Model API shape |
|---|---|---|
claude | Agent in sandbox | Anthropic Messages-compatible |
codex | Agent in sandbox | OpenAI-compatible |
sandpi | Sandbox as tool / brain-hands split | OpenAI-compatible provider endpoint |
The harness is selected through LLM vault metadata.
This matters because different agent runtimes make different assumptions:
- Claude-style coding agents often expect local files, shell commands, and long-lived workspace state inside the sandbox.
- Codex-style sessions may need OpenAI-compatible model endpoints and persistent thread state.
- SandPi is Sandbox0's self-developed resident harness: the brain stays in the managed runtime, while Sandbox0 is the only hands execution environment for tool work.
Do not treat all harnesses as the same runtime. Their API shapes and credential paths differ.
Credential Boundaries#
Managed agents need credentials for two different purposes:
- model-provider calls
- service and tool access
Collapsing those into one sandbox environment variable is a weak security model.
Sandbox0 Managed Agents stores model-provider credentials in LLM vaults. Service credentials can use credential vaults and, for Sandbox0-backed runtime paths, vault-backed environment variable placeholders that are resolved through Sandbox0 egress credential injection.
That lets a tool see a familiar environment variable name without giving the agent process the raw secret value.
There is an important boundary: agent-in-sandbox harnesses can inherit sandbox environment placeholders directly, while SandPi separates the resident brain from Sandbox0 hands. Service credentials should stay scoped to the Sandbox0 tool-execution boundary instead of being treated as resident brain process secrets.
API Compatibility Boundary#
Sandbox0 Managed Agents follows the Claude Managed Agents API shape where practical.
That sentence is intentionally narrower than "complete drop-in replacement."
Compatibility should be checked capability by capability:
- SDK base URL behavior
- agents and environments
- sessions and events
- files and resources
- vaults and credentials
- MCP servers
- deployments and deployment runs
- custom skills
- event catalog behavior
- retries and lifecycle status
- harness-specific model endpoint shapes
If an application depends on a specific beta behavior, verify that behavior against the Sandbox0 compatibility docs before treating it as portable.
When Claude Managed Agents Is The Better Fit#
Claude Managed Agents is the better default when:
- you want Anthropic to own the managed agent control plane
- hosted execution is acceptable
- the product is centered on Claude's managed agent loop
- the team wants the smallest amount of backend ownership
- self-hosted execution is only needed through Claude's self-hosted sandbox contract
That is a legitimate product boundary. Many teams should prefer it.
When Sandbox0 Managed Agents Is The Better Fit#
Sandbox0 Managed Agents is a better fit when:
- the managed session API should be owned by Sandbox0
- runtime execution needs stronger platform control
- workspace persistence and sandbox lifecycle are first-class product concerns
- service credentials need runtime boundary enforcement
- the team wants multiple supported harness families behind one managed-agents surface
- model provider routing may go through external AI gateways
- observability should connect directly to sandbox execution and event history
This is a backend-infrastructure choice, not just an SDK choice.
The Third Option: Claude Managed Agents On Sandbox0#
There is also a third path.
Claude Managed Agents on Sandbox0 keeps Anthropic as the managed agent control plane while moving tool execution into Sandbox0-managed sandboxes.
That path is useful when a team likes Claude Managed Agents as the product control plane but needs more control over:
- where tool execution happens
- what network destinations are allowed
- how workspaces persist
- how service credentials are injected
- how the execution data plane is deployed
In that model, Claude owns the agent loop. Sandbox0 owns the execution perimeter.
Practical Decision Matrix#
| If you need... | Start with... |
|---|---|
| Anthropic-hosted managed agent control plane | Claude Managed Agents |
| Claude managed agent loop with controlled execution | Claude Managed Agents on Sandbox0 |
| Sandbox0-owned session API and event truth | Sandbox0 Managed Agents |
| Multiple harness models behind one API | Sandbox0 Managed Agents |
| Persistent sandbox-backed workspaces | Sandbox0 Managed Agents or Claude Managed Agents on Sandbox0 |
| Runtime credential projection at the sandbox boundary | Sandbox0-backed runtime paths |
| Exact upstream beta behavior | Verify against the upstream docs and Sandbox0 compatibility docs |