Author

Jason Gintert

Thoughts about emerging technology and trends in the networking industry.

Attention Really Is All You Need

Attention Really Is All You Need

In 2017, Google researchers published a foundational paper called "Attention Is All You Need," which introduced the transformer architecture that now powers ChatGPT, Claude and basically

Unwrapping AI and Network Automation at The Network Buzz

Unwrapping AI and Network Automation at The Network Buzz

A December episode of Laketec's Network Buzz with Mike Trappe and Phil Wightman: HPE Aruba Networking's new Central, what we brought back from AutoCon, how to make the business case for automation, where AI lowers the barrier, and Christmas ales.

Culture Eats Technology for Breakfast (with a Side of SD-WAN)

Culture Eats Technology for Breakfast (with a Side of SD-WAN)

Phil Howard's Dissecting Popular IT Nerds, with Doug Edmunds of Summit Design and Engineering. A real SD-WAN deployment across North Carolina, why MPLS is not dead but is not the default either, and the line the episode is named after.

AI Won't Replace Network Engineers

AI Won't Replace Network Engineers

After spending some time working with model context protocol (MCP) servers plus other natural language AI interfaces that integrate with select network management and monitoring systems, I have

Applied AI for Networking

Applied AI for Networking

Mike Trappe and I had a great conversation on the Network Buzz, a Laketec Podcast. We took a fast, plain-English tour of AI for networking. I traced

HPE Networking’s Inflection Point

HPE Networking’s Inflection Point

The last week of June 2025 was pretty transformational for HPE networking. While most of us were still processing the stuff we learned at HPE Discover 2025 (June

Networking for Schools and Colleges

Networking for Schools and Colleges

Telemetry Now on SLED networking with Phil Gervasi and Laketec's Philip Wightman. E-Rate, one-person IT departments, why K-12 networks are not as simple as people assume, and the automation we were building for the summer refresh season.

The Grass Isn't Always Greener on the Entrepreneurial Side

The Grass Isn't Always Greener on the Entrepreneurial Side

Cables to Clouds had Scott Robohn on about leaving corporate to go independent. Tim and Chris asked me for the other side of the coin: eight years running WAN Dynamics, the exit, the burnout, and why I went back to a job.

Heavy Networking 783: BGP Routing Policy for Enterprise Networkers

Heavy Networking 783: BGP Routing Policy for Enterprise Networkers

Ethan Banks read my post on IRR and RPSL and wanted the long version. Jake Khuon, who ran RADb at Merit in the 1990s, joined us: what routing policy is, why you will not get routed without it in 2025, how the registries fit together, and how to get started.

Virtual Networks Are Air Gapped

Virtual Networks Are Air Gapped

Several vendors at NFD37 described their products as air gapped. The delegates had questions. A Tech Field Day Podcast on what the term should mean, why "isolated" is the better word, and how to hold vendors to it.