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    "url": "https://docs.runloop.ai/docs/devboxes/blueprints/overview",
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    "url": "https://docs.runloop.ai/docs/devboxes/snapshots",
    "excerpt": "Snapshots can be used to save the current disk state of a Devbox, and to create new Devboxes from a previously saved state.",
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    "url": "https://docs.runloop.ai/docs/devboxes/tunnels",
    "excerpt": "Let’s use devbox tunnels to securely access ports on your devbox over a simple url.",
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    "excerpt": "Submit a benchmark job via the CLI and let Runloop handle everything: provisioning devboxes, running agents, scoring results, and aggregating outputs. Compare multiple agents side-by-side with a single command.",
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    "excerpt": "Run your agent against well-known open source benchmarks like terminal bench 2, AIME, and more.",
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    "excerpt": "The Runloop CLI (`rli`) provides both an interactive terminal UI and traditional CLI commands for managing your Runloop resources.",
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  },
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    "url": "https://docs.runloop.ai/docs/tools/rl-cli",
    "excerpt": "From the interactive menu, select a devbox and choose **SSH** to open a secure shell session directly into your devbox. The CLI handles all the SSH key setup and connection details automatically.",
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    "url": "https://docs.runloop.ai/docs/devboxes/ai-gateways",
    "excerpt": "Agent Gateways let your agents call LLM APIs like Anthropic and OpenAI **without ever seeing your API keys**.",
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  },
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    "url": "https://docs.runloop.ai/docs/benchmarks/overview",
    "excerpt": "Create custom scorers to evaluate agents across multiple dimensions, such as security, cost, performance, and compliance.",
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    "url": "https://runloop.ai",
    "excerpt": "Run 10k+ parallel sandboxes  \n10GB image startup time in <2s",
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    "id": "runloop-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.runloop.ai/docs/devboxes/overview",
    "excerpt": "Runloop provides secure sandboxed execution environments called Devboxes. Runloop Devboxes provide a full-featured execution environment for your AI agents.",
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  },
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    "id": "runloop-docs-14",
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    "url": "https://docs.runloop.ai/docs/devboxes/blueprints/overview",
    "excerpt": "Blueprints allow you to optimize your workflows by specifying these startup actions once, then reuse them across multiple Devboxes.",
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  },
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    "id": "runloop-docs-15",
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    "url": "https://docs.runloop.ai/docs/devboxes/snapshots",
    "excerpt": "Snapshots can be used to: Improve build times by snapshotting a populated build cache. Roll back to a known good point in time. Perform fan-out and attempt multiple approaches to a code change.",
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    "url": "https://docs.runloop.ai/docs/benchmarks/overview",
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  },
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    "url": "https://docs.runloop.ai/docs/axons/overview",
    "excerpt": "They give agents a persistent event stream that lets them suspend when idle, wake on demand, recover state, and hand off between agents — without you building the plumbing.",
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    "url": "https://docs.runloop.ai/docs/tutorials/openai-agentssdk-runloop",
    "excerpt": "**Suspend and resume**: Pause sandboxes to save state and costs, then resume exactly where you left off",
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