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Tier 3 · Infra & CostOn the roadmap

AI Cloud Cost / FinOps Agent

Turn AWS bills into automated savings

Advanced~3 hrs
Mirrors real production systemsCAST AIVantageAntimetal

CAST AI autonomously cuts Kubernetes cost 40–70% in production (e.g. Akamai).

How you build it: Cost & usage data + OpenCost → LLM analysis → savings report + fix drafts.

An agent that ingests AWS Cost & Usage reports plus Kubernetes utilization, finds idle and over-provisioned resources, estimates monthly savings, and drafts the Terraform/CLI changes to act on them.

ClaudeAWS Cost ExplorerKubecost / OpenCostPython / boto3

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