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Cloud Journal

Cloud Journal

Practical, provider-accurate writing on cloud infrastructure, developer workflows, security fundamentals and the decisions behind choosing a cloud.

All topics AI Infrastructure Cloud Fundamentals Cloud Migration Developer Workflows DevOps & Automation Infrastructure & Networking Provider Guides Security Fundamentals Startups & Business Storage & Data
Illustration of an Azure resource group containing an Azure OpenAI resource with named model deployments
AI Infrastructure

Azure OpenAI Service: What It Is and How Access Works

Azure OpenAI Service hosts OpenAI models as an Azure resource. This overview explains the resource and deployment model, deployment types, Entra ID authentication, tokens per minute quota, content filtering and grounding on your own content.

5 min read
Illustration of two meters tracking request rate and token consumption against an AI API quota
AI Infrastructure

Rate Limits and Quotas for Cloud AI APIs

Cloud AI APIs meter both requests and tokens, and the token meter is usually the one that stops you. This…

6 min read