Agent Guardrails Python Packages

sponsio

Deterministic safety solutions for probabilistic AI agents

driftguard-ai

Semantic mistake-memory and guardrail for AI agents. Stops agents from repeating the same failures using causal graphs and semantic matching. Supports MCP, LangGraph, and in-process Python.

guardplane

Policy-enforcing runtime kernel and sandboxed runner for AI agents