HN822: Now I Understand. You Mean an AI-Safe Zero-Trust Network Automation Approach (Sponsored)

The Everything Feed - All Packet Pushers Pods1h 12mApril 10, 2026

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AI-Generated Summary

In this episode of Heavy Networking, Ethan Banks and Drew Conroy-Murray welcome David G., CEO and Chief T-Boy at Curvia, for a deep dive into the evolving role of AI in network automation and the urgent need for a zero-trust, AI-safe approach to network orchestration. David challenges the growing fantasy that AI agents can replace human network engineers, arguing instead that AI should be a tool within a tightly controlled, human-governed workflow. He emphasizes that networks are not disposable systems for trial-and-error experimentation but the critical nervous system of modern business—where one misstep can cause catastrophic failure. Drawing from decades of experience in embedded systems, data centers, and network engineering, David advocates for a shift from manual configuration to orchestration of secure, deterministic automation pipelines. At the heart of this vision is CurveOS, a distributed, zero-trust platform that enables AI agents to interact with network systems safely through gated, intent-based communication—without exposing infrastructure to risk. The conversation underscores that the future of network engineering lies not in abandoning skills, but in elevating them: becoming process architects, workflow engineers, and guardians of system integrity in an age of AI-driven complexity. Key takeaways include: 1) AI should not replace human oversight in network automation—instead, it should operate within a tightly controlled, human-verified workflow; 2) The network is a mission-critical system, not a playground for experimentation—security and reliability must be prioritized over convenience; 3) The future role of the network engineer is that of a process and workflow architect, not a CLI typist; 4) Tools like CurveOS and NATS enable secure, distributed automation through zero-trust principles, allowing AI to act safely across network boundaries; 5) Vendors should be evaluated not just on features, but on how well their platforms support secure, scalable, and maintainable automation. The episode closes with a powerful reminder that network engineering remains one of the most vital yet underappreciated disciplines in modern technology.

Key Takeaways
1

AI should not replace human oversight in network automation—instead, it should operate within a tightly controlled, human-verified workflow.

2

The network is a mission-critical system, not a playground for experimentation—security and reliability must be prioritized over convenience.

3

The future role of the network engineer is that of a process and workflow architect, not a CLI typist.

4

Tools like CurveOS and NATS enable secure, distributed automation through zero-trust principles, allowing AI to act safely across network boundaries.

5

Vendors should be evaluated not just on features, but on how well their platforms support secure, scalable, and maintainable automation.

Chapters
0:00
10 min

Welcome & Introduction to David G.

Ethan and Drew introduce the episode and guest David G., CEO of Curvia, highlighting his decades of experience in embedded systems, networking, and automation. David shares his journey from chip-level engineering to leading data center and security teams in online gaming.

10:00
10 min

The AI Automation Fantasy vs. Reality

You can't have, please add a VLAN. Sure, I bought the port up. No. I need you to add the VLAN. Oh, let me take another look at that. Oh, I found the issue. The VLAN's still not there. Oh, I was already logged into the wrong device.

Highlight
20:00
20 min

The Network as a Living Nervous System

With a network, you have one shot. You open the front door to the wrong people, you've lost stuff. It's not as clear cut as this.

Highlight
40:00
20 min

From Configuration to Orchestration

I think the job of a network engineer really is a workflow engineer to figure out what those knowledge graphs look like to build a change, to build a network.

Highlight
1:00:00
20 min

Introducing CurveOS: Zero-Trust Automation

It's a zero-trust and micro-segmentation architecture, but for automation as opposed to the data plane.

Highlight
High-Impact Quotes
With a network, you have one shot. You open the front door to the wrong people, you've lost stuff. It's not as clear cut as this.
David G.17:43
Viral: 92.0
I believe networking is the very most important yet perversely underappreciated art and science that enables modern life today.
Ethan Banks71:29
Viral: 90.0
You can't have, please add a VLAN. Sure, I bought the port up. No. I need you to add the VLAN. Oh, let me take another look at that. Oh, I found the issue. The VLAN's still not there. Oh, I was already logged into the wrong device.
David G.15:47
Viral: 88.0
Speakers

Hosts

Ethan BanksDrew Conroy-Murray

Guest

David G.
Topics Discussed
AI in Network Automation95%Zero-Trust Network Automation90%Network Engineering Evolution88%Human-in-the-Loop Systems87%Orchestration and Workflow Design85%Security and Risk in Automation82%Distributed Systems and Messaging80%Vendor Platform Strategy75%
People & Brands

David G.

person

120xPositive

Ethan Banks

person

80xPositive

Drew Conroy-Murray

person

75xPositive

Curvia

organization

45xPositive

CurveOS

product

32xPositive

Packet Pushers

organization

30xPositive

Arista

organization

28xPositive

Palo Alto

organization

22xPositive

NATS

product

15xPositive

LinkedIn

other

12xNeutral

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