Azure Resource Graph: Pull ARM Metadata at Scale (Production KQL Patterns)

Azure Resource Graph: Pull ARM Metadata at Scale (Production KQL Patterns)

2025-11-10 · ~1 min read · Updated 2026-01-04

Production-tested KQL patterns for extracting Azure Resource Manager metadata at scale. Feed CMDBs, governance dashboards, and compliance reports across 40+ subscriptions. 6 months of real usage patterns.

This guide is part of our Azure Automation hub covering Infrastructure as Code, CI/CD pipelines, and DevOps practices.

The Meeting Where I Promised Magic

Last week I wrote about corporate arrogance killing cloud projects. Today, I'm showing you the exact technical gap that caused one of those failures.

Here's what I said in that executive meeting:

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