The archive
Articles
-
Seeing the Disruption Isn't the Same as Surviving It
Does heavy AI investment mean an incumbent like Google, Salesforce, or Adobe is positioned to survive the AI transition?
-
Enterprise AI Isn't a Black Box
Does a frontier model escaping a lab test mean enterprise AI can't be controlled?
-
The Research Wasn't the Product. The Judgment Was.
Can you codify an expert's judgment into an agentic system so that other people can run it without the expert in the loop?
-
The Models Are Good Enough. Now Who Decides?
Once several models can do the job, which one should run it and who decides?
-
I Was Pricing the Box. I Should Have Priced the Bottleneck.
Should I buy cheaper GPU hardware or rent something faster?
-
I Have a Quote for a $148,497 AI Desktop. That Is Not the Expensive Part.
What does a solved task actually cost, including the hardware and the models I throw away?
-
The Layer2C Labs Podcast Is Live. It Only Exists Because of the AI Voice.
What is the Layer2C Labs podcast and why is it narrated by AI?
-
Enterprise AI Doesn't Fail at the Model or the Data. It Fails at the Layer Nobody Names.
Where do enterprise AI projects actually fail?
-
I Put AI Factory Economics on a Meter
What does a verified unit of AI work actually cost?
-
Deterministic AI Is an Architecture Problem, Not a Model Problem
How do I get repeatable results out of AI agents in production?
-
If you can’t get GPUs, can you use CPUs?
If I can't get GPUs, can I run AI work on CPUs I already own?
-
They Shipped Buggy Code Faster. AIOps Is About to Do It Again.
Is buying AIOps tools without changing our operating model going to repeat the DevOps mistake?
-
Encode the Why, Not the Step
Why doesn't writing better documentation keep an AI agent from ignoring your process?
-
I Built a Framework Because I Couldn’t Move My Own App
What did Keith find when he ran the 4+1 DAPM assessment against his own Virtual CTO Advisor app?
-
Every vendor sells an “AI Platform.” None of them sells a complete one.
Can I buy a complete enterprise AI platform from a single vendor?
-
The Fourth Cloud Vendor Map Is Live
What does the Fourth Cloud vendor map at cloud.layer2c.com actually measure?
-
The AI Assembly Line: Speed Without Flow
If AI-assisted coding works so well, why aren't the returns showing up on the bottom line?
-
From Migration Factory to Migration Control Plane
How do you safely use LLMs to scale cloud migration across a large application estate?
-
AI Infrastructure: The Tradeoffs Behind These 12 Vendor Platforms
How do I see the tradeoffs behind the major AI infrastructure platforms before I buy one?
-
Hybrid Is Not a Place: The AI Architecture Google and Dell Both Pointed Toward
Should I run agentic coding on cheap cloud models like Gemini Flash or on-prem hardware like Dell's?