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In this crossover episode, Scott invites William Collins and Eric Chou to do the hosting so he and Network Automation Forum (NAF) cofounder Chris Grundemann can discuss how their community emerged from a simple question: Why haven’t we seen full adoption of network automation? They discuss the growth of AutoCon and how its practitioner-focused, vendor-neutral... Read more »
In this crossover episode, Scott invites William Collins and Eric Chou to do the hosting so he and Network Automation Forum (NAF) cofounder Chris Grundemann can discuss how their community emerged from a simple question: Why haven’t we seen full adoption of network automation? They discuss the growth of AutoCon and how its practitioner-focused, vendor-neutral... Read more »
In this sponsored episode, Ronny Wolf of BlueCat Networks joins Johna and John to explore the importance of API-first architecture. They also discuss how BlueCat expanded beyond core DDI into intelligent network operations, the key differences between having APIs versus being built API-first, and how guardrails such as rate limiting and human in the loop... Read more »
In this sponsored episode, Ronny Wolf of BlueCat Networks joins Johna and John to explore the importance of API-first architecture. They also discuss how BlueCat expanded beyond core DDI into intelligent network operations, the key differences between having APIs versus being built API-first, and how guardrails such as rate limiting and human in the loop... Read more »
In this sponsored episode, Ronny Wolf of BlueCat Networks joins Johna and John to explore the importance of API-first architecture. They also discuss how BlueCat expanded beyond core DDI into intelligent network operations, the key differences between having APIs versus being built API-first, and how guardrails such as rate limiting and human in the loop... Read more »
Jason Gintert, Co-Founder of the US Networking User Association, returns to the show to discuss his key elements and events in his professional career. Jason shares valuable lessons learned from his early days in the 90's ISP boom, the challenges of failing at scale, and his dedication to creating regional networking communities that foster genuine... Read more »
Jason Gintert, Co-Founder of the US Networking User Association, returns to the show to discuss his key elements and events in his professional career. Jason shares valuable lessons learned from his early days in the 90's ISP boom, the challenges of failing at scale, and his dedication to creating regional networking communities that foster genuine... Read more »
Last year, 49,000 CVEs were published, more than 130 new vulnerabilities every day. So what actually happens with all of those CVEs in your network infrastructure? In this sponsored episode, Rekha Shenoy and Irfahn Khimji of BackBox join Scott Robohn to discuss why the math of manual network operations no longer works, where traditional tools... Read more »
Last year, 49,000 CVEs were published, more than 130 new vulnerabilities every day. So what actually happens with all of those CVEs in your network infrastructure? In this sponsored episode, Rekha Shenoy and Irfahn Khimji of BackBox join Scott Robohn to discuss why the math of manual network operations no longer works, where traditional tools... Read more »
NetOps engineer Lasse Haugen sits down with Scott Robohn at AutoCon 5 to explore the power of Spec Driven Design (SDD) for transforming network engineering workflows from chaotic experimentation to structured, reliable automation. Together they define what SDD is, use cases for NetOps and NetEng, how it has changed NetOps, and more. AdSpot Sponsor: NANOG,... Read more »
NetOps engineer Lasse Haugen sits down with Scott Robohn at AutoCon 5 to explore the power of Spec Driven Design (SDD) for transforming network engineering workflows from chaotic experimentation to structured, reliable automation. Together they define what SDD is, use cases for NetOps and NetEng, how it has changed NetOps, and more. AdSpot Sponsor: NANOG,... Read more »
Network to Code’s Jason Edelman, Founder and CTO; and Jeff Bradbury, VP of Marketing of Network, join host Scott Robohn for this sponsored episode to discuss open-core done right — community first, and creating a path to scalable automation results for enterprise success. They update Scott on Nautobot 3.1, which includes AI and AI agents... Read more »
Network to Code’s Jason Edelman, Founder and CTO; and Jeff Bradbury, VP of Marketing of Network, join host Scott Robohn for this sponsored episode to discuss open-core done right — community first, and creating a path to scalable automation results for enterprise success. They update Scott on Nautobot 3.1, which includes AI and AI agents... Read more »
Today, several members of our Packet Pushers podcast team assemble to discuss whether the grass is greener on the NetOps or DevOps side of the telemetry fence. William of The Cloud Gambit, Scott of Total Network Operations, and Ned and Kyler of Day Two DevOps discuss the difficulties and differences of getting telemetry and state... Read more »
Today, several members of our Packet Pushers podcast team assemble to discuss whether the grass is greener on the NetOps or DevOps side of the telemetry fence. William of The Cloud Gambit, Scott of Total Network Operations, and Ned and Kyler of Day Two DevOps discuss the difficulties and differences of getting telemetry and state... Read more »
Scott Robohn sits down with guests Lenny Giuliano and Russ White to examine whether generative AI will affect internet traffic patterns. Together they explore the role of CDNs, the importance of latency, and the potential for a shift toward edge-based inference. They also discuss the impact of data sovereignty on infrastructure and the potential return... Read more »
Scott Robohn sits down with guests Lenny Giuliano and Russ White to examine whether generative AI will affect internet traffic patterns. Together they explore the role of CDNs, the importance of latency, and the potential for a shift toward edge-based inference. They also discuss the impact of data sovereignty on infrastructure and the potential return... Read more »
Tom Hollingsworth joins Scott Robohn to share his professional journey from a hands-on network engineer and CCIE to his current role leading events at Tech Field Day. He talks about the cyclical nature of networking hype, and advocates for specialized, subject-specific tech models over broad AI solutions. They also discuss the delicate art of facilitating... Read more »
Tom Hollingsworth joins Scott Robohn to share his professional journey from a hands-on network engineer and CCIE to his current role leading events at Tech Field Day. He talks about the cyclical nature of networking hype, and advocates for specialized, subject-specific tech models over broad AI solutions. They also discuss the delicate art of facilitating... Read more »
Scott sits down with Wi-Fi engineer Eva Santos to explore the realities of modern wireless operations. Eva shares insights on navigating site surveys, the differences between Wi-Fi bands, and the challenges of troubleshooting inconsistent client performance. The conversation also explores the evolving standards of Wi-Fi 6, 7, and 8, the role of security protocols like... Read more »
Scott sits down with Wi-Fi engineer Eva Santos to explore the realities of modern wireless operations. Eva shares insights on navigating site surveys, the differences between Wi-Fi bands, and the challenges of troubleshooting inconsistent client performance. The conversation also explores the evolving standards of Wi-Fi 6, 7, and 8, the role of security protocols like... Read more »
By Doug Green “We're absolutely on the path, and we're not talking five, six, seven years. We're talking in the next 18 to 24 months.” In this episode of the Technology Reseller News podcast, Doug Green speaks with Josh Kindiger, COO and co-founder of Grokstream, about the company's new L1 Agent and what it means for the future of AI-driven network and IT operations. Grokstream is the company behind Grok, an AI-powered predictive agent platform for network and IT operations. The platform comes out of the event intelligence and AIOps space and is designed to help operations teams identify, triage, and resolve recurring issues more efficiently. Kindiger says Grokstream recently released its first role-based agent, the L1 Agent, in beta. The full production release is expected in Q2. The agent is already being used with customers to prove out real-world capabilities. Because many organizations remain cautious about AI-driven automation, Grokstream is starting with low-risk, repeatable use cases. In many operations centers, Kindiger notes, the same incidents occur repeatedly, sometimes accounting for as much as 70% of activity. The L1 Agent is designed to recognize those patterns and guide operators through triage and resolution. For example, if a recurring issue requires a service restart, the system can recommend or automate that step. If a pattern points to a commercial power outage at a site, the agent can help avoid unnecessary dispatches while monitoring backup power systems. Kindiger says the goal is not to remove human oversight immediately, but to build trust through guardrails, staged automation, and operator control. Low-risk automations can be handled end to end, while higher-risk actions may require human approval. The podcast also explores the broader opportunity for enterprises, MSPs, and CSPs. Kindiger says service providers and managed service providers face growing pressure to improve efficiency, reduce costs, and differentiate in competitive markets. AI-driven operations can help them respond faster, lower manual workload, and deliver better service outcomes. The long-term direction is clear: autonomous network operations are coming. Kindiger says companies should begin now because foundational work is needed before they can fully benefit from automation. For MSPs and CSPs, he says the urgency is even greater. Cost pressure is shaping renewals and new customer wins, and AI-powered operations may become a competitive advantage. Learn more at www.grokstream.com
Scott is joined by Brett Lykins, a Senior Systems Development Engineer at Amazon. Brett works with software-defined infrastructure built around SONiC (Software for Open Networking in the Cloud). Together they dig into what it's actually like to use, maintain, and operate a network this way. They also discuss not just the architecture, but the day-to-day... Read more »
Scott is joined by Brett Lykins, a Senior Systems Development Engineer at Amazon. Brett works with software-defined infrastructure built around SONiC (Software for Open Networking in the Cloud). Together they dig into what it's actually like to use, maintain, and operate a network this way. They also discuss not just the architecture, but the day-to-day... Read more »
Scott sits down with Avi Freedman, CEO and co-founder of Kentik, to discuss if AI has advanced enough to automate human-centric NetOps. Together they caution against vendor hype regarding closed-loop network automation despite the progress AI has made. Avi also shares his personal experiences in the industry and the hard won lessons he learned along... Read more »
Scott sits down with Avi Freedman, CEO and co-founder of Kentik, to discuss if AI has advanced enough to automate human-centric NetOps. Together they caution against vendor hype regarding closed-loop network automation despite the progress AI has made. Avi also shares his personal experiences in the industry and the hard won lessons he learned along... Read more »
Scott Robohn is joined by networking legend Jeff Doyle to help us understand SONiC: Software for Open Networking in the Cloud. SONiC is an open-source network operating system and has been adopted by hyperscalers to run some of the world’s largest data centers. But SONiC can also be used by enterprises and service providers. Jeff... Read more »
Scott Robohn is joined by networking legend Jeff Doyle to help us understand SONiC: Software for Open Networking in the Cloud. SONiC is an open-source network operating system and has been adopted by hyperscalers to run some of the world’s largest data centers. But SONiC can also be used by enterprises and service providers. Jeff... Read more »
On today's sponsored Heavy Networking, we get off the AI hype train to talk about how different artificial intelligence techniques usefully impact network operations—and where they aren’t a fit. The various forms of AI represent a set of tools that, like any tool, have use cases, capabilities, and limitations. Our guest is Avi Freedman, CEO... Read more »
On today's sponsored Heavy Networking, we get off the AI hype train to talk about how different artificial intelligence techniques usefully impact network operations—and where they aren’t a fit. The various forms of AI represent a set of tools that, like any tool, have use cases, capabilities, and limitations. Our guest is Avi Freedman, CEO... Read more »
Scott Robohn sits down with Andy Smith, a distinguished engineer with Arrcus Networks, where he and his team work to advance networking with modern software and new architectures. He’s also a lecturer at the School of Engineering and Applied Science at the University of Pennsylvania. Andy shares his networking journey, talks about how networks and... Read more »
On today's sponsored Heavy Networking, we get off the AI hype train to talk about how different artificial intelligence techniques usefully impact network operations—and where they aren’t a fit. The various forms of AI represent a set of tools that, like any tool, have use cases, capabilities, and limitations. Our guest is Avi Freedman, CEO... Read more »
Scott Robohn sits down with Andy Smith, a distinguished engineer with Arrcus Networks, where he and his team work to advance networking with modern software and new architectures. He’s also a lecturer at the School of Engineering and Applied Science at the University of Pennsylvania. Andy shares his networking journey, talks about how networks and... Read more »
Today we welcome Damien Garros, Co-Founder and CEO of OpsMill, to discuss how network automation is creating the need to redefine roles beyond traditional engineers, including network automation architects, software developers, and operations specialists. We hone in on the concept of mechanics, who focus on implementation, and architects who see the bigger picture. We also... Read more »
Today we welcome Damien Garros, Co-Founder and CEO of OpsMill, to discuss how network automation is creating the need to redefine roles beyond traditional engineers, including network automation architects, software developers, and operations specialists. We hone in on the concept of mechanics, who focus on implementation, and architects who see the bigger picture. We also... Read more »
Scott Robohn and networking expert Russ White dive into the concept of design for operations. That is, they look at how to connect the design of a protocol or solution to how people are actually going to use it. They examine how protocol designers often overlook the teams that must operate them, creating some “inoperable”... Read more »
Scott Robohn and networking expert Russ White dive into the concept of design for operations. That is, they look at how to connect the design of a protocol or solution to how people are actually going to use it. They examine how protocol designers often overlook the teams that must operate them, creating some “inoperable”... Read more »
In this sponsored episode, Dylan Hensler, Customer Solutions Specialist with Statseeker, joins Scott for a breakdown of what allows Statseeker to move beyond traditional network monitoring. Together they discuss Statseeker’s ability to help NetOps teams detect issues faster, prove root cause, and operate with confidence by turning raw data into operational intelligence. They also discuss... Read more »
In this sponsored episode, Dylan Hensler, Customer Solutions Specialist with Statseeker, joins Scott for a breakdown of what allows Statseeker to move beyond traditional network monitoring. Together they discuss Statseeker’s ability to help NetOps teams detect issues faster, prove root cause, and operate with confidence by turning raw data into operational intelligence. They also discuss... Read more »
Doug Green, Publisher of Technology Reseller News, interviewed Brian English, Chief Operating Officer at Gamut, to discuss how AI is transforming network operations and enabling a shift toward more autonomous telecom environments. English explained that Gamut is focused on applying AI to simplify and automate complex network operations, particularly in environments where traditional tools struggle to keep pace with scale and complexity. As networks grow more dynamic, operators need systems that can continuously monitor, analyze, and respond in real time. “We're moving from reactive network management to proactive—and ultimately autonomous—operations,” English said. A central theme of the discussion was the operational burden faced by service providers. Many organizations still rely on manual processes and fragmented tools to manage networks, which can lead to inefficiencies, slower response times, and higher operational costs. Gamut's approach uses AI to correlate data across systems, identify issues before they escalate, and automate remediation workflows, reducing the need for human intervention. English also highlighted the importance of visibility and data integration. Effective AI-driven operations require access to comprehensive, high-quality data from across the network. By unifying these data sources, Gamut enables service providers to gain deeper insights into performance, detect anomalies, and optimize service delivery at scale. Ultimately, the conversation underscored a broader industry shift: telecom is moving toward self-healing, intelligent networks that can operate with increasing levels of autonomy. For service providers, this evolution offers the potential to improve reliability, lower costs, and deliver better customer experiences, while positioning themselves for the next generation of AI-driven services. More information about Gamut and its AI-powered network operations platform is available at https://www.gogamut.io/.
Scott sits down for an in-depth conversation with Kireeti Kompella. Together they explore his impactful career and the evolution of modern networking. Kireeti, a key figure in protocol development, shares his journey from the Kernel Group at Juniper to leading work on fundamental technologies including his contributions to the C-chip patent. AdSpot Sponsor: Meter Meter... Read more »
Scott sits down for an in-depth conversation with Kireeti Kompella. Together they explore his impactful career and the evolution of modern networking. Kireeti, a key figure in protocol development, shares his journey from the Kernel Group at Juniper to leading work on fundamental technologies including his contributions to the C-chip patent. AdSpot Sponsor: Meter Meter... Read more »
With the continued growth of data centers for clouds, neoclouds (especially AI model training), for carriers, and for the enterprise, it's important to discuss data center network operations and issues. Scott is joined by Dr. Peter Welcher, a consultant, blogger, and Tech Field contributor. Together, they dive into how latency and the rise of AI... Read more »
With the continued growth of data centers for clouds, neoclouds (especially AI model training), for carriers, and for the enterprise, it's important to discuss data center network operations and issues. Scott is joined by Dr. Peter Welcher, a consultant, blogger, and Tech Field contributor. Together, they dive into how latency and the rise of AI... Read more »
Scott talks with Mark Gebert from Verizon about something that sits at the heart of every reliable enterprise network: testing. Automation is moving fast in the telco world, but automation without testing is just an accident waiting to happen. They unpack what makes enterprise service provisioning so complex—multi-vendor networks, optical and IP gear, security functions,... Read more »
Scott talks with Mark Gebert from Verizon about something that sits at the heart of every reliable enterprise network: testing. Automation is moving fast in the telco world, but automation without testing is just an accident waiting to happen. They unpack what makes enterprise service provisioning so complex—multi-vendor networks, optical and IP gear, security functions,... Read more »
Let’s talk about AI for NetOps: It’s not just coming, it’s here. There are tools to use, skills to acquire, and we want to talk about what’s needed for highly certified network engineers to skill up in AI. What certification opportunities or paths exist? What developments do we think we’re going to see here? And... Read more »
Are you an AI skeptic or an enthusiast? Ethan and Drew sit down with Igor Tarasenko, Senior Director of Product Software Architecture and Engineering at Equinix, to break down the reality of AI in the network. In this sponsored episode, Tarasenko discusses why APIs are the new CLI, the critical need for observability in AI,... Read more »
Are you an AI skeptic or an enthusiast? Ethan and Drew sit down with Igor Tarasenko, Senior Director of Product Software Architecture and Engineering at Equinix, to break down the reality of AI in the network. In this sponsored episode, Tarasenko discusses why APIs are the new CLI, the critical need for observability in AI,... Read more »
Ethernet is everywhere. Today we talk with one of the people responsible for this protocol’s ubiquity. Doug Boom is a veteran of the Ethernet development world. His code has helped landers reach Mars, submarines sail the deep seas, airplanes get to their gates, cars drive around town, and more. Doug walks us through the origins... Read more »