Securing the Swarm: Bridging the Compliance Gap in Google ADK

While Google ADK simplifies multi-agent orchestration, its lack of built-in compliance safeguards poses significant risks for regulated industries. Implementing policy-driven guardrails via framework callbacks is essential to mitigate liabilities like privilege escalation and unauthorized data disclosure in production AI deployments.