agent-learning-kit

General Purpose Evaluation and Simulation Environment for all your AI related Workflows

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A Python SDK and CLI for evaluating, simulating, red-teaming, and optimizing AI agents. Run local tests and framework adapters, inspect replayable artifacts, and add agent quality gates to CI.

Use Cases

Evaluate agent behavior and runtime tracesSimulate agent tasks and environmentsRed-team agents and workflowsOptimize prompts and agent configurationsTest multi-agent coordination and handoffsCheck retrieval and memory qualityRun regression gates in CIProduce replayable release evidence

Built With

Language: Python
Frameworks: LangChain · LangGraph · LlamaIndex · AutoGen · CrewAI · LiveKit · Pipecat · PydanticAI · OpenAI Agents · Google ADK

agent-learning-kit

Use Cases

Built With

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