NAN095: Certification Deep Dive – The New Cisco Automation Track

Cisco recently announced a major evolution to its certification roadmap: starting February 2026, the popular DevNet certifications will transition to a brand-new Automation track. Joining us today is Francois Caen, Product Manager at Cisco, also an expert in network automation and a recognized voice in the Cisco Learning and Certification Community. We talk with Francois... Read more »

Molly-Guard: a Lifesaver on a Ubuntu Server

Have you ever managed to type reload in the wrong terminal window and brought down a core switch (I probably did)? I managed to do the Ubuntu equivalent of that stupidity: I told my main Ubuntu server to sudo poweroff instead of doing that to a Vagrant VM.

Fortunately, the open-source world doesn’t have to rely on the roadmaps created by networking vendors’ product managers; if there’s a big enough pain, someone will solve it.

Next Generation SD-WAN in the AI Era

The advent of cloud native applications in the 2025 era (CRM, SaaS, storage, or ERP apps) and the public cloud has caused a re-architecture of traditional WANs based on popular Ethernet and IP across cloud boundaries. Arista has been the thought leader and pioneer of this leaf-spine cloud network for data centers, and now we can see a seamless extension of this concept to the WAN and inter data center using the same principles that have served our customers. The distribution of applications across AI, cloud, SaaS, edge, and enterprise environments creates new challenges for wide area networking architecture and Internet routing to refine branch and WAN networks.

Content Independence Day: no AI crawl without compensation!

Almost 30 years ago, two graduate students at Stanford University — Larry Page and Sergey Brin — began working on a research project they called Backrub. That, of course, was the project that resulted in Google. But also something more: it created the business model for the web.

The deal that Google made with content creators was simple: let us copy your content for search, and we'll send you traffic. You, as a content creator, could then derive value from that traffic in one of three ways: running ads against it, selling subscriptions for it, or just getting the pleasure of knowing that someone was consuming your stuff.

Google facilitated all of this. Search generated traffic. They acquired DoubleClick and built AdSense to help content creators serve ads. And acquired Urchin to launch Google Analytics to let you measure just who was viewing your content at any given moment in time.

For nearly thirty years, that relationship was what defined the web and allowed it to flourish.

But that relationship is changing. For the first time in its history, the number of searches run on Google is declining. What's taking its place? AI.

If you're like me, you've been amazed Continue reading

The crawl before the fall… of referrals: understanding AI’s impact on content providers

Content publishers welcomed crawlers and bots from search engines because they helped drive traffic to their sites. The crawlers would see what was published on the site and surface that material to users searching for it. Site owners could monetize their material because those users still needed to click through to the page to access anything beyond a short title.

Artificial Intelligence (AI) bots also crawl the content of a site, but with an entirely different delivery model. These Large Language Models (LLMs) do their best to read the web to train a system that can repackage that content for the user, without the user ever needing to visit the original publication.

The AI applications might still try to cite the content, but we’ve found that very few users actually click through relative to how often the AI bot scrapes a given website. We have discussed this challenge in smaller settings, and today we are excited to publish our findings as a new metric shown on the AI Insights page on Cloudflare Radar.

Visitors to Cloudflare Radar can now review how often a given AI model sends traffic to a site relative to how often it crawls that site. We Continue reading

Control content use for AI training with Cloudflare’s managed robots.txt and blocking for monetized content

Cloudflare is giving all website owners two new tools to easily control whether AI bots are allowed to access their content for model training. First, customers can let Cloudflare create and manage a robots.txt file, creating the appropriate entries to let crawlers know not to access their site for AI training. Second, all customers can choose a new option to block AI bots only on portions of their site that are monetized through ads.

The new generation of AI crawlers

Creators that monetize their content by showing ads depend on traffic volume. Their livelihood is directly linked to the number of views their content receives. These creators have allowed crawlers on their sites for decades, for a simple reason: search crawlers such as Googlebot made their sites more discoverable, and drove more traffic to their content. Google benefitted from delivering better search results to their customers, and the site owners also benefitted through increased views, and therefore increased revenues.

But recently, a new generation of crawlers has appeared: bots that crawl sites to gather data for training AI models. While these crawlers operate in the same technical way as search crawlers, the relationship is no longer symbiotic. AI Continue reading

Introducing pay per crawl: enabling content owners to charge AI crawlers for access

A changing landscape of consumption 

Many publishers, content creators and website owners currently feel like they have a binary choice — either leave the front door wide open for AI to consume everything they create, or create their own walled garden. But what if there was another way?

At Cloudflare, we started from a simple principle: we wanted content creators to have control over who accesses their work. If a creator wants to block all AI crawlers from their content, they should be able to do so. If a creator wants to allow some or all AI crawlers full access to their content for free, they should be able to do that, too. Creators should be in the driver’s seat.

After hundreds of conversations with news organizations, publishers, and large-scale social media platforms, we heard a consistent desire for a third path: They’d like to allow AI crawlers to access their content, but they’d like to get compensated. Currently, that requires knowing the right individual and striking a one-off deal, which is an insurmountable challenge if you don’t have scale and leverage. 

What if I could charge a crawler? 

We believe your choice need not be binary — Continue reading

From Googlebot to GPTBot: who’s crawling your site in 2025

Web crawlers are not new. The World Wide Web Wanderer debuted in 1993, though the first web search engines to truly use crawlers and indexers were JumpStation and WebCrawler. Crawlers are part of one of the backbones of the Internet’s success: search. Their main purpose has been to index the content of websites across the Internet so that those websites can appear in search engine results and direct users appropriately. In this blog post, we’re analyzing recent trends in web crawling, which now has a crucial and complex new role with the rise of AI.

Not all crawlers are the same. Bots, automated scripts that perform tasks across the Internet, come in many forms: those considered non-threatening or “good” (such as API clients, search indexing bots like Googlebot, or health checkers) and those considered malicious or “bad” (like those used for credential stuffing, spam, or scraping content without permission). In fact, around 30% of global web traffic today, according to Cloudflare Radar data, comes from bots, and even exceeds human Internet traffic in some locations.

A new category, AI crawlers, has emerged in recent years. These bots collect data from across the web to train Continue reading

Message Signatures are now part of our Verified Bots Program, simplifying bot authentication

As a site owner, how do you know which bots to allow on your site, and which you’d like to block? Existing identification methods rely on a combination of IP address range (which may be shared by other services, or change over time) and user-agent header (easily spoofable). These have limitations and deficiencies. In our last blog post, we proposed using HTTP Message Signatures: a way for developers of bots, agents, and crawlers to clearly identify themselves by cryptographically signing requests originating from their service. 

Since we published the blog post on Message Signatures and the IETF draft for Web Bot Auth in May 2025, we’ve seen significant interest around implementing and deploying Message Signatures at scale. It’s clear that well-intentioned bot owners want a clear way to identify their bots to site owners, and site owners want a clear way to identify and manage bot traffic. Both parties seem to agree that deploying cryptography for the purposes of authentication is the right solution.     

Today, we’re announcing that we’re integrating HTTP Message Signatures directly into our Verified Bots Program. This announcement has two main parts: (1) for bots, crawlers, and agents, we’re simplifying enrollment into the Verified Continue reading

IS-IS 3-Way Handshake and the Power of SHOULD

Yesterday, I mentioned that a Cisco router running pre-standard IS-IS 3-way handshake (this is why you need it) interoperates with multiple implementations of RFC 5303. How’s that possible, and does it matter whether you configure the ancient Cisco routers (release 15.x) to use IETF 3-way handshake instead of the “proprietary” one?

TL&DR: It SHOULD NOT matter, but the more I explore the RFCs, the more I’m amazed anything works at all.

I took a trip to the Wireshark land to figure out the details (you can download the capture file):

TCG000: The Cloud Gambit Podcast Joins the Packet Pushers Network!

The Cloud Gambit is joining the Packet Pushers network! Launched in 2023 as an independent podcast, The Cloud Gambit cuts through the hype to deliver what actually matters in cloud and AI. Hosts William Collins and Eyvonne Sharp decode the strategies, technologies, and market forces reshaping enterprise infrastructure. Built for engineers who lead, leaders who... Read more »

Start netlab Tools without Changing Topology File

Dan Partelly figured out that we have to configure the standard (IETF) 3-way IS-IS handshake on old IOSv images. On the other hand, all IS-IS integration tests pass for IOSv and IOSvL2. I wondered what was going on.

Fortunately, a few months ago, I spent some time installing the client-side Edgeshark components on my laptop. All I needed to do was enable the edgeshark tool in my lab topology and restart the lab.

🚀 A Guide for Aspiring B.Tech CS Students: Navigating Your Journey & Preparing for the Real World

👋 Introduction My daughter will be starting her B.Tech in Computer Science at MIT, Manipal this year. As a huge AI proponent, I often share the latest AI trends and tools with my family. When my daughter decided to pursue CS, she asked me several questions about AI, which inspired this blog. I hope this … Continue reading 🚀 A Guide for Aspiring B.Tech CS Students: Navigating Your Journey & Preparing for the Real World

HN787: Are We In a Post-SNMP Era?

SNMP is still widely used in today’s networks. But modern telemetry and network observability are bringing changes to network monitoring. Today’s Heavy Networking is a roundtable discussion about alternatives to SNMP and real-world use cases for those alternatives. This episode was inspired by a request from listener Nikolay. He says… While telemetry (gRPC, etc.) is... Read more »

TNO034: Doing the Work of Workflows With Greg Freeman

On today’s show we talk about NetDevOps and AI Ops with Greg Freeman, VP of Network and Customer Transformation at Lumen. Greg spearheads network automation, orchestration ,and AI strategy, guiding the highest technical tier in operations and championing NetDevOps methodologies. We talk about the people and work culture that’s influenced the development of automation and... Read more »