The archive
Articles
-
The Scaling Penalty: Why Your AI Development Environment Becomes a Bottleneck
How do I know if my AI development hardware will become a bottleneck as models grow?
-
Layer 2C Validated: How Articul8’s Agentic Platform Proves the Intelligence Reasoning Plane
How did Articul8 validate the Layer 2C reasoning plane in the 4+1 model?
-
The CTO Advisor 4+1 Layer AI Infrastructure Model
What is the CTO Advisor 4+1 Layer AI Infrastructure Model, and why does Layer 2C matter?
-
The Operational Cost of AI: When Speed Becomes a Liability
When does chasing faster AI inference stop paying off?
-
The Operational Cost of AI: Quantifying the Hidden Friction of GPU Adoption
What does GPU adoption really cost beyond the hardware price?
-
Part 1: How to Build the Fourth Cloud MVP — The Four Non-Negotiable Pillars
What do I actually need to build first for a Fourth Cloud minimum viable platform?
-
A Vector DB Is a Vector DB, Right?
Does it matter which vector database I use for my RAG pipeline?
-
When Small Isn’t Simple: Lessons from Deploying Granite 13B on IBM Cloud
Are smaller LLMs like Granite 13B just cheaper drop-in replacements for large models?
-
You’re Holding It Wrong: Why We’re Missing AI’s Value
Why are most organizations missing AI's value?
-
Some Technologies Just Don’t Scale Down
Do enterprises really need trillion-parameter foundation models, or are smaller domain-specific models a better fit?
-
What Exactly is “Production Ready” in 2025?
What does "production ready" actually mean in 2025?
-
Five Vibe-Coding Lessons for the Enterprise
What can enterprise IT learn from a creator's vibe-coding experiment?
-
Evolving the Virtual CTO Advisor: From Fixed-Cost Experiment to Cloud-Efficient Architecture
Why did the Virtual CTO Advisor's cloud bill blow up, and what fixed it?
-
What I Learned from Building a RAG-Based AI on My Own Work — And the Architectural Crossroads It Revealed
Is simple RAG enough to build a trustworthy enterprise AI assistant?
-
The Emperor’s New GPT: Why Your “Custom AI” Is a Demo, Not a Product
Can I put an OpenAI Custom GPT into production as an enterprise knowledge base?
-
Thinking About VMware Alternatives?
What's the real alternative to VMware after the Broadcom acquisition?
-
AWS EVS: A Step Toward VCF Everywhere
Is AWS EVS a good escape hatch from Broadcom's VMware changes?
-
The Fourth Cloud Landscape: Understanding the Approaches
What is the Fourth Cloud, and how are the vendors approaching it differently?
-
Agentic AI Is Everything — But Should You Let Someone Else Own It?
Should I let a vendor own my agentic AI platform?
-
Navigating the Rise of LLM-Powered Point Tools: What Every CTO Needs to Know
Should CTOs adopt LLM-powered point tools like networking co-pilots, or wait for a unified AI platform?