Azure

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6 Min Read
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It usually starts with a simple Slack notification. “Hey, did anyone spin up a fresh deployment of GPT-4o this morning?” You check your Azure Cost Management dashboard, and your stomach drops. A developer was testing a recursive multi-agent workflow, the…

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4 Min Read
0 326

When building enterprise-grade Retrieval-Augmented Generation (RAG) applications, the first reaction is often to spin up a dedicated vector database. It is what everyone talks about on GitHub and Twitter. But as I built out cloud-scale RAG systems, I kept asking…

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3 Min Read
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When I first moved my LLM applications from native OpenAI to Azure OpenAI, I was lured by the promise of enterprise compliance, active SLA guarantees, and predictable performance. But setting up my first azure openai model deployment quickly turned into…

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