A small, explicit framework for goal-directed LLM agents. Every step is a contract the model must satisfy before it can proceed: plan before acting, cite evidence before planning again. The result is an agent whose every action is traceable to a stated reason.

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agent-framework agentic-ai ai-agents ai-governance ai-overnance ai-safety anthropic auditability gaurdrails gemini llm llm-agents observability openai pydantic python responsible-ai responsible-ai-agent
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A small, explicit framework for goal-directed LLM agents. Every step is a contract the model must satisfy before it can proceed: plan before acting, cite evidence before planning again. The result is an agent whose every action is traceable to a stated reason.

Python
#agent-framework#agentic-ai#ai-agents#ai-governance#ai-overnance#ai-safety#anthropic#auditability#gaurdrails#gemini#llm#llm-agents#observability#openai#pydantic#python#responsible-ai#responsible-ai-agent
documentation good first issue

A small, explicit framework for goal-directed LLM agents. Every step is a contract the model must satisfy before it can proceed: plan before acting, cite evidence before planning again. The result is an agent whose every action is traceable to a stated reason.

Python
#agent-framework#agentic-ai#ai-agents#ai-governance#ai-overnance#ai-safety#anthropic#auditability#gaurdrails#gemini#llm#llm-agents#observability#openai#pydantic#python#responsible-ai#responsible-ai-agent
help wanted evaluation

A small, explicit framework for goal-directed LLM agents. Every step is a contract the model must satisfy before it can proceed: plan before acting, cite evidence before planning again. The result is an agent whose every action is traceable to a stated reason.

Python
#agent-framework#agentic-ai#ai-agents#ai-governance#ai-overnance#ai-safety#anthropic#auditability#gaurdrails#gemini#llm#llm-agents#observability#openai#pydantic#python#responsible-ai#responsible-ai-agent