How to Add Governance to Your CrewAI Agents

CrewAI makes it easy to build multi-agent teams. But when those agents run in production, you need to know what they did and control what they can do. The Problem A CrewAI crew with 5 agents can make dozens of tool calls per run. Without governance: No record of which agent did what Any agent can call any tool No way to prove compliance to auditors Adding Asqav pip install asqav import asqav asqav . init ( api_key = " sk_... " ) # Create identities for each agent in your crew researcher = asqav . Agent . create ( " researcher " ) writer = asqav . Agent . create ( " writer " ) reviewer = asqav . Agent . create ( " reviewer " ) Signing crew actions @asqav.secure def search_web ( query : str ): return search_tool . run ( query ) @asqav.secure def write_report ( data : dict ): return writer_tool . run ( data ) Every tool call now gets a quantum-safe signature. Policies for crews # Only the researcher can search the web asqav . create_policy ( name = " researcher-only-search " , action_patt