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AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Cisco: Latest news and insights 2026 network outage report and internet health check Selector targets the network visibility gap in multi-cloud infrastructure AI reshapes cybersecurity workforce priorities as IT teams brace for new risks Top network and data center events of 2026 How AI is transforming network incident response (and where it still falls short) Google opens TPUs to enterprises beyond its own cloud via Blackstone JV AI, cybersecurity skills top IT pay premiums Startup Bolt Graphics promises 5x performance over Nvidia’s best GPU Wireless security is a battle of AI vs. AI NetOps teams look to AI to automate Day 2 operations Digital twins reshape network and data center management Network outages, power failures strain data center resiliency Five takeaways from Cisco's blowout quarter and what it means to customers Cisco to cut nearly 4,000 jobs despite strong growth in AI, enterprise networking Startup SPAN teams with Nvidia to put data center nodes in your backyard Hard drive shortage affecting enterprise storage needs Wi-Fi 8 is closer than you think. Here’s what you need to know Cisco open-sources agentic AI security spec HPE revamps private cloud stack for enterprises rethinking VMware Versa takes aim at fragmented enterprise security with CSPM, orchestration update, and AI agent controls Red Hat opens Ansible to AI agents, within limits Red Hat offers endless Linux support — for a fee Red Hat: Sovereignty is more than just compliance Tech job postings hit three-year high as AI demand fuels hiring rebound HPE memory server targets compute-heavy and agentic AI workloads PCI group begins work on new spec to support bandwidth-hungry apps like AI, HPC Q&A: Quantum physicist Sonia Fernández-Vidal on why classical computing isn't going anywhere OpenAI-led consortium seeks to address AI processing bottlenecks AWS hit by US-East-1 outage after data center thermal event Gluware's Titan rises to meet Mythos network vulnerability challenge AMD launches AI-targeted PCIe cards for current servers Supply constraints, optical advances dominate Arista's Q1 Lumen advances cloud networking vision with $475M Alkira buy HPE bolsters autonomous network operations for Mist, Aruba Central Netskope launches AI agents for SOC and NOC automation Intel, behind in AI chips, bets on quantum and neuromorphic processors Switch storm coming: Gartner forecasts price hikes, long lead times for enterprise data center switches Extreme moves toward autonomous networking with advanced AI agent, management tools Broadcom bets big on VMware Cloud Foundation 9.1 IBM unveils its blueprint to help enterprises run AI at the core of their business Ruckus Networks on the move again, this time acquired by Belden for $1.85 billion AMD and Intel partner to deliver AI performance advancement Cisco grabs Astrix to secure AI agents Beyond the pitch: A look at Atlético Madrid's connected stadium StarlingX 12.0 is right on time for mixed-hardware edge deployments Cisco nerds out: May the Fourth be with your AI assistant Memory shortage and cost surge push enterprises toward the cloud Extreme Networks: Memory advantage, Wi-Fi 7 and competitive flux drive momentum Scenes from the great data center revolt Enterprise Spotlight: Transforming software development with AI When 170,000 people show up: Network refresh readies Churchill Downs for Kentucky Derby IT certification pay surges as noncertified skills slump QuEra claims quantum error correction breakthrough with 2-to-1 qubit ratio HPE expands ProLiant line with rugged edge servers Deconstructing the data center: A massive (and massively liberating) project Cisco bolsters security, AI support in latest SD-WAN release The era of chatbot AIOps is fading as agentic AI gains traction Auvik bets agentic AI can fill the networking skills gap AI data flows force rethink of data center networking at Backblaze Nvidia's 'AI insurance policy' balances immediate and future AI approaches Cirrascale to offer on-prem Google Gemini models Space data-center news: Roundup of extraterrestrial AI endeavors Network jobs watch: Hiring, skills and certification trends Cisco switch aimed at building practical quantum networks How AI is changing copper, fiber networking Almost 40% of data center projects will be late this year, 2027 looks no better It’s the end of set-and-forget security Google bets on workload-specific TPUs with 8t and 8i launch SUSE bets automated migration can break VMware's grip on virtualization How Zero Networks is closing the network enforcement gap for AI agents AI fuels wireless talent shortage Broadcom's Facebook friend will help train it to accelerate AI workloads Data centers are costing local governments billions Equinix offering targets automated AI-centric network operations AI shifts IT roles from operator to orchestrator IBM unveils security services for thwarting agentic attacks, automating threat assessment Maine to put brakes on big data centers as AI expansion collides with power limits Satellite backhaul service Globalstar has a new, rich owner amid challenging market conditions DNS security is often inadequate, and network engineers should get more involved Curious about quantum? Check out training options from ISC2, IBM, AWS and more Cisco just made moves to own the AI infrastructure stack Data centers are moving inland, away from some traditional locations Fixing encryption isn't enough. Quantum developments put focus on authentication Intel: Latest news and insights Linux 7.0 debuts with some big changes for networking Intel secures Google cloud and AI infrastructure deal OpenAI puts part of Stargate project on hold over runaway power costs Broadcom strikes chip deals with Google, Anthropic Cisco to acquire Galileo for AI observability Neoclouds gain momentum in a supply-constrained world Lumen: Upstream network visibility is enterprise security's new front line Yael Nardi joins Minimus as Chief Business Officer to head growth strategy Nvidia Rubin GPUs may be delayed, slowing the next phase of AI infrastructure What is AI networking? How it adds intelligence to your infrastructure Google owns the most AI compute, and it built it its way Aria Networks raises $125M and debuts its approach for AI-optimized networks Intel bets on Terafab to help it reassert itself in the AI chip race New v2 UALink specification aims to catch up to NVLink Cisco joins Anthropic’s multivendor effort to secure AI software
Cloudflare wants to rebuild the network for the age of AI agents
2026-04-20 · via AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Contributing Writer

News

Apr 20, 20266 mins

As organizations push AI agents from pilots into production, a common problem has surfaced: the networking and access models built for humans do not work for autonomous software. 

During its Agents Week event, Cloudflare released multiple services aimed at that problem. Together, they represent the company’s effort to extend its network infrastructure layer to cover autonomous software as a first-class client alongside humans and services. Key announcements include:

  • Cloudflare Mesh: A private networking service that gives AI agents, Cloudflare Workers, and devices a shared private IP space.
  • Registrar API (beta): A programmatic interface for searching, checking domain availability and registering domains. 
  • Email Service (public beta): Bidirectional email infrastructure for agents, built on a native Workers binding, with an email MCP server.
  • Agent Memory (private beta): A managed service that extracts information from agent conversations and surfaces it when relevant, without consuming context window space.
  • AI Search: A hybrid vector and keyword search primitive, formerly AutoRAG, that handles indexing and retrieval without a separate pipeline.
  • Artifacts (beta): Git-compatible versioned storage for agents, supporting programmatic repository creation at scale and access from any standard Git client.
  • Agent Readiness Index: A scored assessment, built on Cloudflare Radar, that evaluates how well a website supports autonomous agents by checking for robots.txt, llms.txt, structured data and markdown delivery.

“The agent piece matters because agents don’t fit existing access models,” Nikita Cano, senior product manager at Cloudflare, told Network World. “They’re not humans who can do interactive auth, or long-lived services you’d put behind a static tunnel. They’re ephemeral, autonomous processes that need scoped access to private infrastructure – and you need visibility into what they’re doing once they’re connected.”

Why VPNs and SSH tunnels aren’t enough for agents

Private networking has existed for decades with core concepts like VPNs and tunnels. Those approaches work well for humans but aren’t enough for agentic AI.

Cano noted that VPNs require interactive login through human clicks, entering credentials, and maybe completing MFA. “It doesn’t work for a coding agent running autonomously on your laptop that needs to query a staging database at 2am,” Cano said. 

Cloudflare Mesh aims to solve private networking issue in three ways:

  • Setup: Cano explained that users go from zero to a working private network in under five minutes through a dashboard wizard, with no networking expertise required. 
  • Bidirectional: This means every device and server gets a private IP and can reach every other device and server, not just client-to-server, but server-to-server, device-to-device, and now Worker-to-anything. 
  • Developer Platform integration: A Cloudflare Worker or an agent built with the Agents SDK can reach an entire private network through a single binding in its configuration file.

“The core problem hasn’t changed: you need private resources to be reachable without exposing them to the public Internet,” Cano said. “What’s changed is who’s connecting.”

How Mesh works

Cloudflare Mesh builds on the company’s existing WARP infrastructure. The WARP Connector is now being rebranded as a Mesh node. The WARP Client becomes the Cloudflare One Client. Every enrolled endpoint gets a private IP and bidirectional reachability to every other endpoint in the account.

The key integration for agents is the Workers VPC binding. A Cloudflare Worker or an agent built with the Agents SDK gains access to the entire Mesh network through a single line in its configuration file. That binding is account-scoped, meaning a Worker in one account cannot reach Mesh nodes in another.

Cano walked through the request path. 

“Worker issues a fetch() through its VPC Network binding, the request hits Cloudflare’s edge,” Cano said. “Cloudflare routes it through the Mesh network to the target private IP. The Mesh node or device at that IP receives the request and responds back through the same path.”

On visibility, Cano said every request passes through Cloudflare’s Gateway and is logged. Gateway network policies can restrict which IPs or ports are reachable, and bindings can be revoked at any time without redeploying the Worker.

Email and domain registration are now agent enabled

Setting up a domain name, or an email, has long been a somewhat manual process involving multiple steps. Cloudflare is now enabling both email and domain registrations to be handled by AI agents.

“We are giving developers access to the same workflows they previously had to click through in the dashboard to their new agent-first workflows,” Rita Kozlov, vice president of product management at Cloudflare, told Network World.

The Registrar API lets developers, or the agents working on their behalf, search for a domain, check whether it is actually available and register it, all without leaving their coding environment. It works through the Cloudflare MCP, so any agent already running in Cursor, Claude Code or a similar tool can use it without additional setup.

The Email Service adds outbound sending to a receiving capability that already existed. Agents can now get an email, spend time working on whatever the request requires, and reply when they are done rather than having to respond immediately. Replies are cryptographically tied to the agent instance that sent the original message, so they cannot be redirected to a different agent.

Giving AI agents the ability to register a domain and then send an email is a powerful and potentially dangerous capability. But it’s one that Cloudflare has tightly scoped. According to Kozlov, the permission model does not change when an agent is the one acting.

“For organizations, this means the same permissions that govern a user’s actions in the dashboard also apply to that user’s agent,” she said. “If a user or token is not authorized to send email, manage a domain, or change account settings manually, an agent acting on their behalf cannot do so either.”


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Contributing Writer

Sean Michael Kerner is an IT consultant, technology enthusiast and tinkerer, and has been known to spend his spare time immersed in the study of the Klingon language and satellite pictures of Area 51. He has pulled Token Ring, configured NetWare and has been known to compile his own Linux kernel. He consults to industry and media organizations on technology issues.

Sean's writing has appeared in VentureBeat, InternetNews, TechTarget, ITPro Today, Data Center Knowledge, and TechCrunch, among other outlets.

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