From an architecture standpoint, this is the most accurate answer: Both Claude and ChatGPT are fundamentally generative models (they generate...
JoinedMay 2, 2023
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20+ years of experience and proven performance in large scale enterprise network infrastructure architecture, design, implementation, migration, security, operation, troubleshooting, leading/managing teams, and budgets. I have a BS in Cybersecurity and a Master's from the University of Florida.
Technical Debt in the Age of AI In infrastructure and networking, “technical debt” is often treated like a moral issue:...
Below is a cleaned, structured, and augmented version of my notes from the book “A simple Guide to Retrieval Augmented...
Your junior engineer asks where to find the approved firewall rule template. The chatbot confidently responds with a policy that...
Why You Should Avoid Using VLAN 1 in Cisco Networks VLAN 1 is one of those topics that every network...
Generative AI produces outputs (content). Agentic AI produces outcomes (actions + verification). In practice, this is less about two competing...
Data center decommissioning is more than powering off servers and rolling racks out the door. A decom touches applications, routing,...
The Problem Engineers Keep Running Into If you have spent any meaningful time operating an enterprise network, you have probably...
If you’ve been using AI tools to help explain concepts like BGP, troubleshoot routing behavior, or draft migration notes, you’ve...
What is a MIB? A MIB is essentially a dictionary of things a device can report via SNMP. It defines...