Beyond bandwidth: rewiring the internet for agentic AI (www.techradar.com)

The article argues the internet is entering a structural shift driven by agentic AI—autonomous software agents that act, decide, and transact online at machine speed. Unlike human users who generate sparse, sequential requests, these agents produce rapid bursts of concurrent API calls and multi-step workflows (e.g., booking travel across flights, hotels, payments) that can scale unpredictably. That change makes traditional network KPIs like raw bandwidth and latency insufficient: networks must deliver real-time adaptability, contextual intelligence, resilience, and end-to-end visibility to support automated, interdependent processes without human intervention. Technically, this means a move toward mesh-like, distributed infrastructure spanning hyperscalers, dedicated AI data centers, edge nodes and “neocloud” bare-metal GPU providers, with orchestration and monitoring that go beyond throughput to include security validation, data integrity, trusted cross-domain handoffs, and context-aware QoS based on application criticality. Operators will need comprehensive, real‑time visibility into agent workflows and dynamic service chains to prevent cascading failures and enforce governance as compositions shift. Providers that embed adaptive orchestration, fine-grained policy enforcement, and resilient service delivery will be best positioned to support the emerging agentic economy.