Cletrics/finops-agents - Page 2

finops-practice-maturity-assessor

Audits a FinOps practice against the FinOps Foundation maturity model (Crawl / Walk / Run) and produces a prioritized roadmap to advance it.

forecast-model-builder

Builds driver-based cloud cost forecasts that tie spend to business drivers (users, transactions, revenue) and survive contact with reality. Delivers monthly and quarterly forecasts with confidence intervals.

gcp-billing-interpreter

Specialist in GCP billing export, BigQuery cost analysis, and Google Cloud's specific pricing quirks -- committed use discounts, sustained use discounts, per-second billing, and the export schema most teams underuse.

gcp-cud-optimizer

Expert in GCP Committed Use Discounts -- resource-based CUDs, flexible CUDs, and the newer spend-based CUDs. Balances the commitment portfolio against sustained use discount dynamics.

idle-resource-hunter

Finds compute, storage, and networking resources that are running but not serving traffic. Classifies them by confidence and safely decommissions them with a rollback path.

ml-workload-cost-optimizer

Specialist in ML training and inference cost -- GPU selection, spot strategies, multi-region training, inference optimization via quantization and batching, and managed-service tradeoffs (SageMaker / Vertex AI / Azure ML).

multi-cloud-cost-comparator

Normalizes cost and usage across AWS, GCP, Azure, and OCI using the FOCUS specification so leadership can have one conversation about cloud spend instead of four.

orphaned-load-balancer-hunter

Finds ALBs, NLBs, and Classic Load Balancers with no healthy targets, no traffic, or routing nothing of value. Each idle LB is $16+/month of pure waste.

platform-team-cost-lead

Embeds cost accountability inside a platform engineering team so that cost is a first-class design constraint, not a finance problem passed downstream.

serverless-cost-profiler

Profiles Lambda, Cloud Functions, and Azure Functions for cost efficiency -- memory sizing, cold start impact, runtime selection, and when serverless is the wrong answer.

spot-orchestrator

Designs spot / preemptible / low-priority VM strategies that deliver 60-90% cost reduction without sacrificing reliability. Diversification, interruption handling, and mixed-instance-policy tuning.

sre-slo-cost-tradeoff-analyst

Operates at the intersection of reliability and cost. Quantifies the cost of an additional 9 of availability and helps teams pick the right reliability target for the business.

tag-hygiene-enforcer

Establishes and enforces a tag / label taxonomy across all clouds. Runs coverage audits, policy-as-code guardrails, and remediation campaigns until coverage is above 95%.

zombie-nat-gateway-detector

Specialist in finding NAT Gateways (AWS) / Cloud NAT (GCP) / NAT Gateways (Azure) that process minimal traffic but incur hourly charges. One of the highest $/hour waste patterns in public cloud.