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Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.
Hunt down Databricks cost leaks โ wasted DBUs, idle clusters, oversized SQL warehouses, and untagged runaway spend โ and produce a FinOps cost report. Use when a user asks why their Databricks bill is high, wants to find cost leaks / wasted DBUs / idle clusters, or needs a FinOps cost report. Trigger with "databricks cost", "why is my databricks bill", "find wasted spend", "cost leak".
Hunt down CoreWeave GPU cost leaks โ idle reserved capacity, wrong-GPU-type right-sizing waste, allocated-but-idle instances, and on-demand spend that should be committed โ then produce a CFO-grokkable, dollar-ranked FinOps report. CoreWeave ships no cost dashboard and no billing API, so the spend view is built from PromQL against its managed Grafana. Use when a user asks why their CoreWeave GPU bill is high, wants to find wasted GPU spend or idle reservations, or needs a GPU FinOps cost report. Trigger with "coreweave cost", "why is my coreweave bill", "wasted GPU spend", "idle reserved capacity", "GPU cost leak".
Hunt down CoreWeave GPU cost leaks โ idle reserved capacity, wrong-GPU-type right-sizing waste, allocated-but-idle instances, and on-demand spend that should be committed โ then produce a CFO-grokkable, dollar-ranked FinOps report. CoreWeave ships no cost dashboard and no billing API, so the spend view is built from PromQL against its managed Grafana. Use when a user asks why their CoreWeave GPU bill is high, wants to find wasted GPU spend or idle reservations, or needs a GPU FinOps cost report. Trigger with "coreweave cost", "why is my coreweave bill", "wasted GPU spend", "idle reserved capacity", "GPU cost leak".
Hunt down Databricks cost leaks โ wasted DBUs, idle clusters, oversized SQL warehouses, and untagged runaway spend โ and produce a FinOps cost report. Use when a user asks why their Databricks bill is high, wants to find cost leaks / wasted DBUs / idle clusters, or needs a FinOps cost report. Trigger with "databricks cost", "why is my databricks bill", "find wasted spend", "cost leak".
Multi-cloud cost analysis and optimization expertise for FinOps practices
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.
AWS/GCP/Azure ๋น์ฉ ๋ชจ๋ธ, ์ฌ์ด์ง ๊ฐ์ด๋, ์์ฝ ์ธ์คํด์ค/Savings Plan ์ ๋ต, FinOps ํ๋ ์์ํฌ ๊ฐ์ด๋. 'ํด๋ผ์ฐ๋ ๋น์ฉ', '๋น์ฉ ์ต์ ํ', 'FinOps', '์ธ์คํด์ค ์ฌ์ด์ง', 'Savings Plan', '์์ฝ ์ธ์คํด์ค', 'Spot ์ธ์คํด์ค', '๋น์ฉ ์ถ์ ' ๋ฑ ์ธํ๋ผ ๋น์ฉ ๊ด๋ จ ํ๋จ ์ ์ด ์คํฌ์ ์ฌ์ฉํ๋ค. cost-optimizer์ ๋น์ฉ ๋ถ์ ์ญ๋์ ๊ฐํํ๋ค. ๋จ, ์ค์ ๋ฆฌ์์ค ํ๋ก๋น์ ๋์ด๋ ๊ฒฐ์ ์ค์ ์ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
AWS/GCP/Azure cost models, sizing guides, Reserved Instance/Savings Plan strategies, and FinOps framework guide. Use this skill for 'cloud costs', 'cost optimization', 'FinOps', 'instance sizing', 'Savings Plan', 'reserved instances', 'Spot instances', 'cost estimation', and other infrastructure cost-related decisions. Enhances the cost analysis capabilities of cost-optimizer. Note: actual resource provisioning and billing configuration are outside the scope of this skill.
Reduce AWS spend with rightsizing, autoscaling, commitment planning, and storage lifecycle policies. Use when running FinOps reviews, lowering cloud bills, or improving cost-per-request metrics.
Audit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. Use this skill when reviewing monthly cloud or SaaS spend, finding unused resources, rightsizing infrastructure, negotiating vendor contracts, deciding what to consolidate, or planning for budget cuts. Triggers on cost optimization, cloud spend, SaaS spend, rightsizing, unused resources, FinOps, infrastructure audit, vendor consolidation, budget cut, cost review. Also triggers when finance flags rising costs or when a contract renewal is up.
Audit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. Use this skill when reviewing monthly cloud or SaaS spend, finding unused resources, rightsizing infrastructure, negotiating vendor contracts, deciding what to consolidate, or planning for budget cuts. Triggers on cost optimization, cloud spend, SaaS spend, rightsizing, unused resources, FinOps, infrastructure audit, vendor consolidation, budget cut, cost review. Also triggers when finance flags rising costs or when a contract renewal is up.
