RunAgent is an AI agent deployment platform designed to simplify the process of building and deploying AI agents, enabling developers to write agents once in Python and use them across various languages and applications. It targets developers and polyglot teams looking to integrate AI capabilities into their products without the overhead of managing complex API implementations.

How It Works

RunAgent utilizes a Python-based CLI and SDKs for multiple languages (Python, Rust, JavaScript/TypeScript, Go) to abstract away the complexities of API communication and data serialization for AI agents. Developers define agent "entrypoints" (functions) in their Python code, which are then exposed via a local development server (FastAPI-based) or a future serverless cloud platform. This approach allows for a unified development experience and seamless transition from local testing to production deployment.

Quick Start & Requirements

• Installation: pip install runagent
• Prerequisites: Python. Framework-specific templates are available for LangGraph, CrewAI, Letta, and Agno.
• Setup: The README provides detailed guides for installation, initializing projects from templates (runagent init), configuring agents (runagent.config.json), and serving agents locally (runagent serve).

Highlighted Details

• Universal Access: Write in Python, consume natively in any supported language with type safety and intellisense.
• Native Streaming: Supports synchronous and asynchronous clients with language-specific iterators for real-time responses.
• Framework Agnostic: Works with any Python AI framework, offering templates for popular ones like LangChain, LangGraph, and CrewAI.
• Local Development: Includes a built-in development server with hot-reloading and debugging capabilities.

Maintenance & Community

The project is actively developed by the RunAgent Team. Community support is available via Discord and GitHub Discussions. A roadmap outlines future development, including a serverless cloud platform (Q2 2025) and enterprise features.

Licensing & Compatibility

Licensed under the Elastic License 2.0 (ELv2). This license permits free use for development, testing, and production, including commercial use, but prohibits offering RunAgent as a managed service without permission.

Limitations & Caveats

The serverless cloud deployment and enterprise features are marked as "coming soon." The license has a restriction against offering the tool as a managed service without explicit permission.