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Use Cases
For Engineers
  • Give your favorite IDE access to cloud dependencies without changing how you work.
  • Build and test against real data and dependencies to move safer and faster.
  • Leverage shared resources for hundreds of engineers building in parallel.
  • Skip endless CI / CD queues with traffic interception and better testing.
  • Ship to production with confidence.
For Agents
  • Launch agents from your terminal, GitHub, JIRA, Linear, Slack, and more.
  • Give agents access to real infrastructure, credentials, and dependencies.
  • Use existing coding agents like Codex, Claude, or any other provider.
  • Build loops that iterate with real data to ship with confidence.
  • Share infrastructure to cut hosting costs by over 70%.
Use Case Library
Autonomous agents at enterprise scale.
Built for Security,
Measured in Velocity.
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