The Hedge

AI is everywhere. While there are many questions about whether AI is a bubble, the ethics of AI, and the cultural impact of AI, in this episode of the Hedge Mike Bushong joins Eyvonne, Tom, and Russ to talk about how network engineers can use AI. Are some use cases better than others? Are there pitfalls network engineers should avoid? Listen in and find out. https://media.blubrry.com/hedge/media.blubrry.com/hedge/content.blubrry.com/hedge/hedge-319.mp3 download

It's time for Eyvonne, Tom, and Russ to gather round the hedge and talk about various items of interest. In this roundtable, we consider what we can learn about product development from Bastiat, and the various ins and outs of Parkinson's Law. https://media.blubrry.com/hedge/media.blubrry.com/hedge/content.blubrry.com/hedge/hedge-318.mp3 download

How effective are AI tools--even agentic AI tools placed into a system--at building and testing software? Derick Winkworth and Donald Sharp Join Russ to discuss various projects they've worked on using AI tools, lessons they've learned, and how developers can make effective use of AI.

Deploying AI for AI Ops, or even just for general use in your network, is very simple--but we often forget that these kinds of new technologies need to be governed. From privacy through cost, operators need to decide how to govern their AI deployments to control costs, ensure accuracy, measure productivity, and make certain these systems are being used effectively. Colin Cosgrove joins Russ and Tom to look at AI governance.

Strong opinions loosely held? This is probably not as good of an idea as it seems. Instead of producing confidence, it might produce overconfidence. Michael Natkin joins Tom and Russ to discuss the problems with this mantra.

We often talk about "human infrastructure" in network engineering--but what does this mean, and how do we help engineers "produce" while helping them to flourish as individuals? Catherine Hicks joins Tom and Russ to discuss the psychology of software engineering, and how the lessons learned apply to network engineering. https://media.blubrry.com/hedge/media.blubrry.com/hedge/content.blubrry.com/hedge/hedge-315.mp3 download You can find Catherine's new book on the psychology of software engineering here. If you would like to follow Catherine's writing in this area, including the impact of AI on work, you can find her blog here. You can connect with Catherine on LinkedIn.

Sometimes we can be so focused on the problems in front of us that we forget the people who are following in our footsteps. Michael McCollum, a new network engineer, joins Tom and Russ to ask questions about life as a network engineer.

Most designers and operators default to carrying all traffic--including network management traffic--across the same paths as application data, or in band. Is this the right choice, or should operators seriously consider creating an out-of-band network just for network management? If you decide to build an out-of-band network, what are some of the considerations and lessons learned? Daryll Swer joins Tom and Russ to discuss.

The entire technology world has, for decades, treated the IP address as a shorthand host identifier. This is clearly not the way IP was designed, but what are our other choices? In this episode of the Hedge, Scott Robohn joins Russ And Tom to discuss a recent paper arguing cryptographic keys should be the primary host identifier, and another article on the centrality of DNS to the Internet.

We are often told that if engineers who don't go "all in" on AI will be left behind. While there are a few voices who argue that AI can be a dangerous tool, impacting not only the quality of our work, but the very quality of our thinking skills. Doug Smith, a critic of using AI for engineering, joins this episode of the Hedge to argue the contrary view of AI. What are the dangers of relying on AI?

What is AI Ops, and how can it be useful for your network? Akshay Balaganur and Sushanth Mascaren join Tom and Russ to discuss various aspects of AI Ops.

As DNS is more widely used to distribute certificate information, proving ownership of a resource becomes more critical. The constant challenges required to prove resource ownership, however, increase delay in connecting or using a resource. DNS persists--as the name implies--creates a persistent connection between a resource and a certificate authority. Henry Birge-Lee, Michael Slaughter, and Shiloh Heurich join Russ and Tom to explain how this new record type works and it's importance to DNS.

We all talk about how engineers deal with imposter syndrome--but we don't often talk about the experience of making things work "in the background." What is competence, and what do we do when competence isn't recognized? Justin Wilson (j2sw) joins Russ and Tom to discuss. https://media.blubrry.com/hedge/media.blubrry.com/hedge/content.blubrry.com/hedge/hedge-308.mp3 download

Many companies rely on open source, regardless of whether or not they realize it. In this best of the Hedge episode, Alistair Woodman joins Russ White and Tom Ammon to talk about not only why you should support the open source projects you use, but how you can. https://media.blubrry.com/hedge/content.blubrry.com/hedge/hedge-015.mp3 @nbsp; download $nbsp; Reposting a classic episode this week because I was out of town and didn't get around to editing an episode.

If you advertise routes into the default free zone (or global Internet), you might struggle with seeing and understanding what they look like "on the other side." While there are many manual tools to help operators with this process, bgproutes.io gives you visibility in the global routing table through interfaces like BMP. Listen to this episode of the Hedge to learn more.

Synchronizing information across the Internet, at an initial glance, looks like a fairly simple problem to solve. Just copy a file to a host and create a magic protocol, right? Not really. Each kind of data has a fairly unique set of requirements--and RPKI data, used to provide security information for BGP, is no different. Job Snijders joins Tom and Russ to talk about ERIK, a protocol developed to synchronize RPKI records.

We don't often hear the stories of those who move from some other IT career field into network engineering. Ayush Mishra, a student at University of Colorado Boulder, joins Tom and Russ to discuss why he moved from security to network engineering.

If you've ever been curious about what an advanced degree in network engineering looks like, you'll want to join us for this episode of the Hedge. Levi Perigo from the University of Colorado at Boulder joins Tom and Russ to talk through what earning a Master's in Networking involves and what kinds of things you would learn.

In this roundtable episode of the Hedge, Eyvonne, Tom, and Russ hang out and talk about data centers--why are we building all these things again? Our second topic is the FCC's ban on non-US made home routers. Was this the right thing to do? Was it the wrong thing to do? Were there any other policy options?

What does biology have to do with computer networks? Much more than you might think. Communications systems, after all, need to solve the same problems--and they often use the same kinds of tools. In this episode of the Hedge, Emily Reeves and Joe Deweese join Russ and Tom to talk about a recent paper comparing computer communications to biological communications.