Most AI-powered cloud optimization demos follow a simple approach:
Azure Resources
↓
Large Language Model
↓
Building an AI Cloud Cost Intelligence Platform That Doesn't Let AI Make Infrastructure Decisions
Most AI-powered cloud optimization demos follow a simple approach: Azure Resources ↓ Large...
TL;DRAI
A developer rebuilt an Azure cost optimization platform after discovering the LLM generated invalid VM SKUs and malformed CLI commands. The new architecture reserves AI for explaining decisions verified by APIs and deterministic rules, not generating infrastructure recommendations.
401 words~2 min read
