Technical Debt in the Age of AI In infrastructure and networking, “technical debt” is often treated like a moral issue:...
Organizations keep telling employees to “use AI more.” But access to a model is not the same as knowing how...
From an architecture standpoint, this is the most accurate answer: Both Claude and ChatGPT are fundamentally generative models (they generate...
Generative AI produces outputs (content). Agentic AI produces outcomes (actions + verification). In practice, this is less about two competing...
Below is a cleaned, structured, and augmented version of my notes from the book “A simple Guide to Retrieval Augmented...
I watched Geoffrey Hinton’s interview on The Diary of a CEO and took notes with one goal: translate his warnings...
Why Cisco Is Changing Vulnerability Disclosure in the Age of AI For decades, Cisco vulnerability management followed a familiar model....
If you’ve been using AI tools to help explain concepts like BGP, troubleshoot routing behavior, or draft migration notes, you’ve...
Your junior engineer asks where to find the approved firewall rule template. The chatbot confidently responds with a policy that...
I keep seeing a dangerous assumption in IT: that AI can hand you the right answer even when you do...