Use cases
Three ways teams use Arga.
Use case 01
RL training environments
Arga gives models multi-app workflows where they can practice real tool use, acquire skills, and improve before touching production systems.
See how researchers use ArgaUse case 02
Enterprise agent sandboxes
Run agents against realistic twins of services like Slack, Stripe, GitHub, and Jira, with ground truth for what good tool calls should look like.
See how agents use ArgaUse case 03
Code-change validation
Arga deploys your PR into an isolated app, connects API twins, then runs a deterministic browser runner that clicks through the changed flows and validates functionality against integrations.
See how engineers use Arga
Make your software more capable
in the real world.
Spin up isolated environments with API twins, full traces, and production-data comparisons for apps and agents that need to act.