Category: worth reading
Worth Watching: AI/ML Data Center Design
What could be better than watching 0x02 Jeffs discuss networking? How about having Petr Lapukhov of the RFC 7938 fame as a guest discussing AI/ML Data Center Design?
Note: Petr disappeared into the information black hole called Facebook over a decade ago, so I wondered how they allowed him to chat on a podcast for hours. It turns out he moved to NVIDIA, which might influence the podcast content a bit, but I’m pretty sure Petr is still Petr ;)
Fun Reading: From XML to LLMs
In his latest blog post (Systems design 3: LLMs and the semantic revolution), Avery Pennarun claims that LLMs might solve the problem we consistently failed to solve on a large scale for the last 60 (or so) years – the automated B2B data exchange.
You might agree with him or not (for example, an accountant or two might get upset with hallucinated invoice items), but his articles are always a fun read.
Testing IP Multicast with netlab
Aleksandr Albin built a large (almost 20-router) lab topology (based on an example from Jeff Doyle’s Routing TCP/IP Volume 2) that he uses to practice inter-AS IP multicast. He also published the topology file (and additional configuration templates) on GitHub and documented his experience in a LinkedIn post.

Lab topology, copied with permission by Aleksandr Albin
It’s so nice to see engineers using your tool in real-life scenarios. Thanks a million, Aleksandr, for sharing it.
Building VXLAN/EVPN Data Center Lab with netlab
Dmitry Klepcha published an excellent document describing how you can use netlab to build a series of data center fabric labs, starting from a simple IP network (without routing) and finishing with a complex EVPN/VXLAN network using symmetric IRB and MLAG toward hosts.
But wait, there’s more: all the lab topologies he used in his exercises are available on GitHub, which means that you could just clone the repo and start using them (I also “borrowed” some of his ideas as future netlab improvements).
Finally, thanks a million to Roman Pomazanov for bringing Dmitry’s work to my attention (and for the quote at the end of his post ;).
Worth Reading: The Majority AI View
Many engineers who tried out (or use) various AI products would agree that they’re useful when used correctly, but way overhyped. However, as Anil Dash explains in his Majority AI View article, we rarely hear that opinion:
What’s amazing is the reality that virtually 100% of tech experts I talk to in the industry feel this way, yet nobody outside of that cohort will mention this reality.
Worth Reading: AI Won't Replace Network Engineers
Jason Gintert published an excellent explanation why AI won’t replace (all) network engineers, and reading it, I felt like reading one of my “automation won’t replace network engineers” blog posts.
Here’s a quote to get you in the mood:
AI will make good engineers better and will expose mediocre ones. If your value proposition is memorizing CLI commands or being a human grep for log files, then yes, you might need to be worried.
Worth Reading: AI for Network Managers
Pat Allen wrote an interesting guide for managers of networking teams dealing with the onslaught of AI (HT: PacketPushers newsletter).
The leitmotif: use AI to generate a rough solution, then review and improve it. That makes perfect sense and works as long as we don’t forget we can’t trust AI, assuming you save time doing it this way.
SwiNOG 40: Deploying Precision Time Protocol across WAN
Is it possible to deploy Precision Time Protocol across a country-wide WAN network and reach nanosecond-level synchronization between cities? It’s definitely not trivial and only works over dedicated infrastructure; for more details, watch the PTP in WANs (video) presentation Oliver Ettlin had at SwiNOG 40.
SwiNOG 40: Reliability of High-Speed Transceivers
Whenever you see Gerhard Stein and Thomas Weible from Flexoptix in a list of presenters, three things immediately become obvious:
- It will be about transceivers
- It will be fun
- It will include some crazy stuff
Their SwiNOG 40 presentation (video) met all three expectation. We learned how well transceivers cope with high temperatures and what happens when you try to melt them with a heat gun.
SwiNOG 40: Submarine Cables
If you know as much about submarine cables (the thingies that carry 90% of international Internet traffic) as I do (= nothing), you SHOULD watch the Technical Update on Submarine Cables (video) presentation Liam Taylor had at the SwiNOG 40 event. Have fun ;)
Netlab: The Fastest Way to Build Network Labs
Suresh Vina published a great netlab tutorial, going from the very basics to a full-blown MPLS network with custom multi-vendor device configuration. Thank you!
MUST READ: Storage Devices and Latency
PlanetScale published a great article describing the high-level principles of how storage devices work and covering everything from tape drives to SSDs and network-attached storage — a must-read for anyone even remotely interested in how their data is stored.
Fun Reading: Who is LLM?
Is an LLM a stubborn donkey, a genie, or a slot machine (and why)? Find out in the Who is LLM? article by Martin Fowler.
Worth Reading: The Secret Rules of the Terminal
Did you ever wonder why pressing an up-arrow in a (Linux) terminal window sometimes recalls the previous command but other times creates ^[[A?
Julia Evans did, and spent months exploring the quirks of the Linux terminal (and writing blog posts describing what she found), finally resulting in The Secret Rules of the Terminal (including the various shells, terminal emulators, escape codes, and TTY driver). A must-read if you’re a newbie who wants to understand why things happen the way they do.
Worth Reading: Expert Generalists
Martin Fowler published an interesting article about Expert Generalists. Straight from the abstract:
As computer systems get more sophisticated we’ve seen a growing trend to value deep specialists. But we’ve found that our most effective colleagues have a skill in spanning many specialties.
Also:
There are two sides to real expertise. The first is the familiar depth: a detailed command of one domain’s inner workings. The second, crucial in our fast-moving field is the ability to learn quickly, spot the fundamentals that run beneath shifting tools and trends, and apply them wherever we land.
Remember how I told you to focus on the fundamentals? 😎