Posts tagged "AI"

Azure AI Foundry RAG: The Enterprise Reality Check Nobody Gives You

November 23, 2025

YouTube tutorials show you how to build RAG with Azure AI Foundry in 20 minutes. They don't show you the $3,000/year cost, the production failures, or when you shouldn't use it at all. Here's what happens when you actually deploy this at scale.

azure AI RAG Azure AI Foundry FinOps Machine Learning

Why I Open-Sourced My Enterprise Azure Operations Repository

November 19, 2025

Microsoft tells you how to create Azure resources. I'm documenting how to actually operate them at enterprise scale. Here's why I'm sharing operational knowledge that most architects keep private, and how AI helped me build portable intellectual property.

azure Career GitHub FinOps AI

The AI Admin: Stop Being a Human API Wrapper

November 18, 2025

Traditional Azure administration is becoming AI-assisted automation. Here's how to position yourself as an AI Admin instead of a human ticket processor - whether you're managing 40,000 resources or bootstrapping your first deployment.

azure AI Career automation Terraform

I Spent 30 Days Testing Azure AI in a Regulated Environment. Here's What Actually Works.

October 17, 2025

Microsoft says AI will revolutionize Azure operations by 2028. I tested it in October 2025 in a regulated enterprise with PCI/HIPAA requirements. 60-70% is deployable RIGHT NOW. Real ROI: Saved 15 hours/month, found $4,327 in waste, passed compliance audits easier. Here's what works, what's broken, and the 30-day roadmap.

azure AI Copilot FinOps Compliance Security automation

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