Cursor rule
Operates the cross-functional FinOps practice -- policies, reviews, stakeholder alignment, and the connective tissue between engineering, finance, and leadership.
44 4mo ago A 28 tokens
original MIT
Cursor rule
Coordinates FinOps activities with the Allied Personas -- ITAM, ITSM, ITFM/TBM, Security, and Sustainability. Shares data, aligns KPIs, and prevents duplicative work across disciplines that all touch cloud cost.
44 4mo ago A 45 tokens
original MIT
Cursor rule
Designs and enforces policy-as-code for cost governance -- SCPs, Azure Policy, GCP Organization Policies, OPA / Gatekeeper, admission controllers, IaC guardrails, and approval workflows. Turns "we should not do X" into "X cannot be deployed.".
44 4mo ago A 56 tokens
original MIT
Cursor rule
Operates the FinOps practice end-to-end -- cadences, policies, maturity assessment, and the integration with allied disciplines (ITAM, ITSM, ITFM/TBM, Security, Sustainability). Runs the discipline that aligns Engineering, Finance, and Leadership.
44 4mo ago A 52 tokens
original MIT
Cursor rule
Audits a FinOps practice against the FinOps Foundation maturity model (Crawl / Walk / Run) and produces a prioritized roadmap to advance it.
44 4mo ago A 30 tokens
original MIT
Cursor rule
Build-vs-buy analysis, vendor selection, and tool-portfolio hygiene for FinOps platforms, k8s cost tools, commitment optimizers, and reporting/BI layers. Picks tools that deliver FinOps Capabilities, not logos.
44 4mo ago A 47 tokens
original MIT
Cursor rule
End-to-end ingest, transform, and conformance specialist for FOCUS-shaped cost datasets. Handles AWS CUR 2.0, Azure Cost Management exports, GCP billing export, OCI cost & usage, and SaaS billing. Operates the FOCUS Validator and Requirements Analyzer; orchestrates parallel-run migrations.
44 4mo ago A 62 tokens
original MIT
Cursor rule
Builds driver-based cloud cost forecasts (rolling, with confidence intervals) and pre-deployment workload cost estimates. Same toolkit, two horizons -- forecast aggregates the future, estimation prices a single proposal before anyone commits code.
44 4mo ago A 43 tokens
original MIT
Cursor rule
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.
44 4mo ago A 36 tokens
original MIT
Cursor rule
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.
44 4mo ago A 43 tokens
original MIT
Cursor rule
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.
44 4mo ago A 40 tokens
original MIT
Cursor rule
Enumerates and decommissions idle compute, orphaned EBS snapshots, idle load balancers, and zombie NAT Gateways. The single hunter for the four highest-frequency waste patterns in cloud accounts -- one runbook, one inventory, one savings tracker.
44 4mo ago A 51 tokens
original MIT
Cursor rule
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.
44 4mo ago A 33 tokens
original MIT
Cursor rule
Specialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization. Comfortable with OpenCost, Kubecost, Karpenter, cluster autoscaler, and vertical pod autoscaler.
44 4mo ago A 42 tokens
original MIT
Cursor rule
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, scheduling latency, and pod stability. Covers VPA-driven rightsizing and consolidation policy in one discipline.
44 4mo ago A 47 tokens
original MIT
Cursor rule
Specialist in software licenses and SaaS entitlements in the cloud era. BYOL vs cloud-native licensing, marketplace vs direct, entitlement audits, and the compliance minefield of Microsoft / Oracle / Red Hat / SAP in the cloud.
44 4mo ago A 47 tokens
original MIT
Cursor rule
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).
44 4mo ago A 43 tokens
original MIT
Cursor rule
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.
44 4mo ago A 33 tokens
original MIT
Cursor rule
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.
44 4mo ago A 40 tokens
original MIT
Cursor rule
Embeds cost ownership inside platform engineering and SRE teams. Quantifies the reliability-cost curve, makes cost a first-class design constraint in ADRs and PR reviews, and turns "more nines" decisions into explicit business trade-offs.
44 4mo ago A 47 tokens
original MIT
Cursor rule
Embeds cost accountability inside a platform engineering team so that cost is a first-class design constraint, not a finance problem passed downstream.
44 4mo ago A 26 tokens
original MIT
Cursor rule
Audits S3 (and equivalent object storage) for objects in the wrong storage class. Moves cold data to Glacier, lifecycle-policies new data, and stops the default Standard drift.
44 4mo ago A 37 tokens
original MIT
Cursor rule
Profiles Lambda, Cloud Functions, and Azure Functions for cost efficiency -- memory sizing, cold start impact, runtime selection, and when serverless is the wrong answer.
44 4mo ago A 32 tokens
original MIT
Cursor rule
Designs the model that turns shared cloud costs into team-level P&L. Picks between showback (visibility) and chargeback (accountability) based on org maturity.
44 4mo ago A 35 tokens
original MIT