Agent-generated code executes in an isolated, ephemeral environment, fully detached from your live infrastructure by default. Nothing moves forward until a human approves it.
An agent's actions are invisible to everyone but the person running it. Whether anything went wrong is a matter of trust, not verification.
A laptop is allow-by-default. Whatever the agent can reach, it can act on, unless someone specifically locked it down.
A service the agent needed, test data that wasn't there, an internal package nobody thought about. Each gap surfaces as a broken run, and the fastest fix is usually to open something up.
See exactly what triggered a run, what the agent did, and what it touched, in one place.
Sandboxes exist so a proposed change can be reviewed safely, without ever reaching your systems.
Each sandbox exists only for the run that created it. Spun up, used, and shuts down automatically, every time.
Isolation doesn't mean waiting your turn. Workflows run side by side, each in its own sandbox, and one run never blocks another.
The sandbox has no access to your live infrastructure on its own. What a workflow can reach depends entirely on how it's configured.
Security can trust that agents never reach your production environment without an approved, logged review. Access to other connected tools follows whatever the workflow declares.
Move fast on agent-generated changes without one bad run turning into an incident.
Run several workflows at the same time. Each step gets its own sandbox, and no two runs ever share one.
Scale by running more instances of a workflow side by side. Within a run, agents share a sandbox as they move through each step, but one run never touches another's.
Every sandbox run is logged, giving auditors a clear record of what an agent touched and what it didn't
The sandbox is created for one run and destroyed when it finishes. No state, files, or credentials carry over to the next one.