Pori
Feb 2025 - Present
About
Open-source AI agent framework with human-in-the-loop oversight. Agents follow a structured Plan → Act → Reflect → Evaluate loop with approval gates that pause execution before sensitive operations. Features multi-agent teams (route, broadcast, delegate modes), custom tool registry with Pydantic validation, extensible Letta-style memory, sandboxed execution, and lightweight LLM wrappers replacing LangChain with direct Anthropic/OpenAI SDK integration. Configurable via YAML, runs as CLI or FastAPI server.
Technologies
PythonFastAPIAnthropicOpenAIPydanticMulti-AgentHITL