Agent Frameworks

Agent CI works with popular agent development frameworks without requiring code modifications. Our platform automatically detects and evaluates agents built with these frameworks.

Supported Frameworks

AgentCI provides automatic discovery and evaluation for the following frameworks:

LangChain

Auto-discovers create_react_agent(), @tool decorator, StructuredTool.from_function(), BaseTool subclasses, and plain functions.

LlamaIndex

Auto-discovers FunctionAgent(), ReActAgent.from_tools(), FunctionTool.from_defaults(), and plain functions with docstrings.

Pydantic AI

Auto-discovers Agent() instances and plain Python functions with type annotations.

OpenAI Agents SDK

Auto-discovers Agent() instances, @function_tool decorator, and plain functions.

Google ADK

Auto-discovers Agent(), LlmAgent(), multi-agent systems, and plain functions with type hints.

Agno

Auto-discovers Agent() with OpenAI/Anthropic models, Toolkit classes, @tool decorator, and plain functions.

How It Works

Agent CI automatically detects agents built with these frameworks in your repository and evaluates them without requiring any code changes. The platform uses convention-over-configuration to understand your agent structure and run comprehensive evaluations.

Next Steps