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See what RunAgent supports — from serverless deployment to streaming SDKs, security, observability, and agent workflows.

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Start Small, Scale Big

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Capabilities at a Glance

FeatureWhat It Enables
Secure IsolationEach agent runs in its own isolated environment for security and resource containment
Automatic ScalingRunAgent scales agents automatically under load with fast cold starts
Real-Time StreamingClients receive tokens as they are generated — ideal for chat UIs and interactive applications
Cross-Language AccessCall the same agent from JavaScript, Go, Python, Rust without extra infrastructure
State & Memory (coming soon)Agents can optionally hold memory across calls for richer, contextual behavior
Security & Auth (in progress)Agent-scoped API keys, role-based access, sandbox limits
Telemetry & Observability (future)Logs, metrics, traces to monitor latency, errors, and usage patterns
Agent-to-Agent (A2A) (vision)Agents can call and coordinate with other agents for complex workflows
Versioning, Rollbacks, Rate Limits (roadmap)Control agent versions, limit usage, and revert deployments if needed

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How It Works (High Level)

  1. Write an agent - Create a Python function with entrypoint configuration
  2. Deploy serverlessly - RunAgent handles isolation, sandboxing, and automatic scaling
  3. Call via SDK / REST / WebSocket - Use streaming, synchronous calls, across multiple languages
  4. Monitor & scale - Track logs, metrics, retries, and rate limits
  5. Iterate & evolve - Deploy new versions, add memory, enable agent communication

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Production-Ready Features

Instant Deployment

Deploy agents to production in seconds with runagent deploy . - no infrastructure configuration needed.

Multi-Framework Support

Works seamlessly with LangGraph, CrewAI, AutoGen, AG2, Letta, and custom frameworks.

Native SDKs

Python, JavaScript/TypeScript, Go, and Rust SDKs with idiomatic APIs. C++ and C# coming soon.

Built-in Streaming

WebSocket-based streaming works natively across all SDKs with minimal code changes.

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Next Steps

This page is a landing overview. For detailed instructions, go to the linked pages above.