Traefik Triple Gate gains parallel safety pipelines, failover routing, and AI runtime controls

Traefik Labs announced enhancements to Traefik Hub's Triple Gate architecture (API Gateway, AI Gateway, MCP Gateway) that add runtime governance across AI workflows, including a composable multi-vendor safety pipeline (regex, content, and LLM guards), parallel guard execution, multi-provider failover routing, token-level cost controls, structured error handling for agent-aware enforcement, and IBM Granite Guardian integration—positioning the platform as an infrastructure-native approach to govern LLM safety, cost, and resilience across environments.