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Azure OpenAI pricing, AI Foundry implementation, RAG patterns, and the future of AI-assisted Azure operations.
The AI panic: Azure admins worry that AI will eliminate their jobs. The reality is more nuanced: AI will automate the tasks bad admins rely on (clicking through the portal, copy-pasting from Stack Overflow) while amplifying what good admins already do (understanding systems, debugging complex issues, architecting solutions).
After implementing Azure OpenAI and AI Foundry in production, I've learned that enterprise AI requires three layers Microsoft doesn't emphasize:
This hub contains the Azure OpenAI pricing models, AI Foundry implementation patterns, and career guidance I've learned from deploying AI at enterprise scale. Real costs, real patterns, and real career advice.
Understand Azure OpenAI pricing before your $50K bill arrives.
2025-11-25
Azure OpenAI pricing reality: $2 demo becomes $4,000/month in production. Complete 2025 pricing ($0.002-$0.06 per 1K tokens), hidden $1,836/mo hosting fees, token calculator, and cost optimization strategies Microsoft's calculator doesn't show.
Deploy Azure AI Foundry with Terraform and implement RAG patterns that work in production.
2025-11-24
Complete Terraform code for Azure AI Foundry RAG: secure, repeatable, version-controlled deployment. Includes private endpoints, managed identity, monitoring, cost controls, and search integration. What YouTube tutorials skip for enterprise production.
2025-11-23
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.
Use AI to enhance Azure administration without eliminating the human.
2025-11-17
I searched 'Azure Administrator skills 2025' and found hundreds of articles. Not one mentioned AI capability. Meanwhile, ChatGPT just wrote better PowerShell than half my team in 30 seconds. The gap between what's being taught and what companies need is massive.
2025-10-28
Everyone writes about building AI solutions. Nobody writes about using AI as a daily tool. Here's the technical breakdown of two different approaches to AI-assisted Azure operations.
2025-11-30
A practical comparison of MCP vs Power BI AI: what actually reads data, what actually builds visuals, and how Azure admins should think about both.
How AI changes Azure administration roles and what to learn next.
2025-12-02
Everyone's talking about AI replacing jobs, but nobody's written the Azure admin-specific version. Here's what happens when the person managing 40+ subscriptions explores the AI tools that might eliminate their role.
2025-11-18
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.
2025-11-17
Search for 'AI operations governance jobs' and find nothing. Meanwhile someone has to monitor AI usage, prevent security disasters, and measure ROI. These three roles don't exist officially. They will soon.
2025-11-18
Gartner predicts that by 2030, 0% of IT work will be done without AI involvement. Here’s what that means for Azure administrators, cloud engineers, and anyone responsible for running enterprise cloud environments.
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