Articles
-
March 30, 2026A Field Guide to Fine-Tuning LLMs with Azure AI Projects on Serverless GPU
A field-tested guide for cloud architects on fine-tuning LLMs using Azure AI Projects and serverless GPU compute....
-
March 30, 2026AWS SageMaker Serverless Inference: A Field Guide
Deploy machine learning models on AWS without managing instances. This guide covers SageMaker Serverless Inference...
-
March 27, 2026A Field Guide to GCP Vertex AI Serverless Endpoints: From Zero to Production
Deploying machine learning models for real-time inference can be complex, but GCP Vertex AI Serverless Endpoints...
-
March 24, 2026AI Models and Algorithmic Progress
AI models are no longer standalone software; they are part of a larger, vertically integrated infrastructure. This...
-
March 25, 2026Architecting and Deploying Real-World AI Applications
The Fifth AI Layer is where abstract models meet the physical world, delivering real economic value. This is a guide...
-
March 27, 2026Architecting Serverless GPU Access: A Field Guide to AWS, GCP, Azure, and NVIDIA
A field guide for architects comparing serverless GPU access across AWS, GCP, and Azure. This essay breaks down the...
-
March 25, 2026Building a Real-World AI Pipeline on Azure: From Speech to GenAI Insights
A field guide for cloud architects on building a multi-stage intelligent pipeline using Azure's AIProjectClient....
-
March 23, 2026Chips for AI: From General-Purpose to Accelerated Computing
AI is not just a software problem; it's an infrastructure project. This article demystifies the second layer of...
-
March 23, 2026Sustainable AI: A Five-Layer Model for Resource Optimization
AI's monumental growth demands a holistic view of its infrastructure. This article explores how cloud architects can...
-
March 23, 2026The Industrial Backbone of AI: Data Centers and Cloud Services
AI isn't magic; it's a utility built on a massive physical backbone. I'll walk you through the industrial-scale data...
-
April 01, 2026GPU vs. NPU: An Architect's Decision Matrix for AI Workloads
In the ongoing AI hardware war, choosing between GPUs and NPUs fundamentally shapes an enterprise's cost structure....