TUTORIAL 8 min
Detecting Terraform drift in Azure: a practical guide
Three flavors of drift, what terraform plan actually catches, the free tools that fill the gaps, and the point at which the homemade approach breaks down.
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FROM THE LAB
Technical writing from the lab. AI implementation, systems architecture, and the tools we're building.
Three flavors of drift, what terraform plan actually catches, the free tools that fill the gaps, and the point at which the homemade approach breaks down.
Most Azure subscriptions run VMs at p95 CPU under 40%. The deterministic ruleset for right-sizing them, the script that finds them, and the commit math.
Why a two-person AI lab built its own cloud ops platform for Azure: detect, explain, act — AI-native by design, priced for teams without a platform engineer.
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