Agent Frameworks

Highflame Shield provides first-class integrations for popular agent frameworks across Python and TypeScript. Each integration intercepts model calls and tool executions at the framework level without requiring changes to individual agents, tasks, or tool implementations.

Available Integrations

Framework	Class	Python	TypeScript
LangGraph	HighflameMiddleware	pip install 'highflame[langgraph]'	npm install @highflame/sdk
CrewAI	HighflameCrewHooks	pip install 'highflame[crewai]'	npm install @highflame/sdk
AWS Strands	HighflameStrandsHooks	pip install 'highflame[strands]'	npm install @highflame/sdk
Azure AI Foundry	HighflameFoundryMiddleware	pip install 'highflame[foundry]'	npm install @highflame/sdk

All integrations share the same behavior:

• Each intercepted point evaluates against your active Cedar policies

• On a policy violation with mode="enforce", BlockedError is raised

• mode="monitor" and mode="alert" observe without blocking

• Session IDs are resolved automatically from framework context where possible

LangGraphCrewAIAWS Strandshttps://github.com/highflame-ai/highflame-docs/blob/main/api-reference/sdk/shield/integrations/foundry.md