Dev Tools · 1h ago
AI Cloud Cost Platform Uses LLMs Only for Explanations, Not Decisions
A developer built an Azure cost intelligence platform that uses AI solely to explain recommendations, not generate them. The system relies on deterministic rules and verified APIs to avoid hallucinated infrastructure suggestions. It saved $0.74/month on one underutilized VM by resizing via verified CLI commands.
Meridian48 take
The article's core insight—keeping AI out of infrastructure decisions—is a sensible guardrail, but the savings example is trivial; the real value is in the architecture pattern for reliable FinOps automation.
Read the full reporting
Building an AI Cloud Cost Intelligence Platform That Doesn't Let AI Make Infrastructure Decisions →
DEV Community
cloud-cost-optimizationai-architecture