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Enterprise agent sandboxes

Run agents against realistic twins of services like Slack, Stripe, GitHub, and Jira, with ground truth of good tool calls.

Production-shaped testing, without production consequences.

01

Ground-truth tool calls for each workflow

02

Resettable twins agents can train against safely

03

Inspectable state, traces, and outcomes for evaluation

Arga Labs
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Twin Runs

Spin up short-lived or permanent service twins without deploying app code.

Service twins

None selected

API-only

SalesforceJiraTwilio

API + UI

GitHubSlackStripeGmailGoogle Calendar

Session type

Short-lived sessionPermanent

Expires automatically after 60 minutes.

Describe the twin state (optional)

Describe the state your agent should encounter.
Provision twins

Run the workflow against isolated twins.

Next use caseCode-change validation

Make your agents more capablein the real world.

Spin up isolated environments with API twins, full traces, and production-data for apps and agents that need to act.