Articles
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May 02, 2026Architecting a Real-Time Smart Grid for European Grids with Edge-to-Cloud IoT on AWS
The modern European power grid, a complex bidirectional network of prosumers, demands real-time balancing through...
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April 29, 2026Fort Knox for AI: Securing Vertex AI Endpoints in Regulated Environments
I share my hands-on experience securing Vertex AI endpoints with zero-trust principles, implementing private...
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April 27, 2026Architecting a Serverless AI-Driven Multi-Domain CMS on Google Cloud
I detail my experience building a serverless, AI-driven multi-domain CMS on Google Cloud, balancing long-running AI...
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April 21, 2026Powering Claude: My Deep Dive into the 5GW Anthropic-AWS Trainium Partnership
I deep dive into the expanded Anthropic and AWS partnership, focusing on how 5 gigawatts of AWS Trainium capacity...
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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....
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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...
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March 24, 2026AI Models and Algorithmic Progress
AI models are no longer standalone software; they are part of a larger, vertically integrated infrastructure. This...
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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...
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April 03, 2026Architecting for Sovereignty: EU/US Data Privacy.
The evolving landscape of data privacy demands more than just data residency. I explore how architects must decouple...
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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...
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April 17, 2026Architecting the Multi-Cloud AI Frontier: Advanced Generative AI Architectures (RAG & Code Generation) with Multi-Cloud & Open-Source
A strategy for architecting multi-cloud RAG and advanced code generation systems across GCP, AWS, and OpenRouter,...
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April 11, 2026Azure AI Foundry Responsible AI Guardrails: A Complete Implementation Guide
A complete, code-first guide to building a production-grade Responsible AI safety layer on Azure. It separates Azure...
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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....
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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...
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April 05, 2026Engineering EU AI Act Compliance: Practitioner's Guide to MLOps Pipelines
The EU AI Act fundamentally shifts AI compliance from a legal formality to an engineering discipline. This guide...
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April 06, 2026Inference-per-Dollar: Mastering AI Agent Costs with Caching and Circuit Breakers
Uncontrolled AI agent costs can quickly deplete budgets. This article explores how to achieve "Inference-per-Dollar"...
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April 08, 2026The 2026 FinOps Showdown: Scaling Intelligence Without Breaking the Bank
In 2026, the focus has shifted from raw AI model power to the 'Unit Economics of Intelligence'. This article...
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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....
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March 30, 2026AWS SageMaker Serverless Inference: A Field Guide
Deploy machine learning models on AWS without managing instances. This guide covers SageMaker Serverless Inference...
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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...
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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...