Aaditya works on cloud cost and platform engineering at Cost Beacon, mostly on AWS and Kubernetes estates that grew faster than anyone planned for.
Engineers: migrate legacy preemptible VMs to Spot on GCP. Learn to use advice.capacityHistory to gauge zone preemption risk, plan migrations, and avoid...
AWS playbook to cut autoscaling bills. Three practitioner levers: match scaling to traffic, shift steady-state to Spot and Savings Plans, and tune targets...
Model break even, avoid 30 day early deletion fees, and pilot lifecycle rules. A 6 step checklist for Azure engineers to prove hot versus cool storage...
An AWS-focused playbook for procurement and finance: a prioritized 90 day runbook, commitment modeling and negotiation tactics, plus a no upfront,...
Inventory first, then batch delete unused EBS snapshots with DLM, Recycle Bin, and AWS Backup. Confirm recovery and verify savings in Cost Explorer.
Run a short load test this week to compare memory versus concurrency, then cut GB seconds, telemetry ingestion, and storage transactions to lower Azure...
FinOps and cloud architects: cut Azure Firewall bills with four levers: inspection scope, resource specific logs, SKU choice, and SNAT scaling.
AWS playbook for engineers: use three measurable levers to map logging tactics to billing signals and cut cloud logging spend. Risk-free audit available.
An AWS first, engineer-focused playbook to cut ECS spend 30–70%: measure with Compute Optimizer, right-size Fargate tasks, pilot Spot, and model Savings...
AWS first ops playbook to cut Athena bills by avoiding $5 per TB scans. Actionable steps: partitioning, Parquet, workgroup caps, automation.
An AWS-first, engineer-friendly playbook to cut ElastiCache spend in four weeks. Includes metrics-driven right-sizing, Valkey serverless guidance, and...
Implementation first AWS cost optimization roadmap for FinOps and IT. Save in 30–60 days with a 90 Day playbook and a pay on savings option.
See live H100-to-RTX rates, run a measurement-first budget calculator, and apply rightsizing and purchasing steps proven to cut GPU cloud costs 40–60%.
An AWS first FinOps playbook for fintech teams. Get unified cost visibility, 14 day quick wins, and a prioritized roadmap to measurable cloud savings.
An AWS first playbook for FinOps teams: amortize billing, run monthly rolling forecasts, and get a no upfront audit paid from realized savings.
Five FinOps and SRE moves to cut Cloud SQL bills: recommender rightsizing, pause nonproduction instances, rebuild grown disks, drop unused HA, then stage...
AWS first playbook to turn Compute Optimizer + Cost Explorer recommendations into validated savings, with an audit led pay on savings option.
FinOps playbook for platform teams: use four core tags, enforce with Azure Policy and IaC, and run audits to cut untagged spend.
Ops guide to Kubernetes resource requests: how they affect scheduling, QoS, throttling, evictions, and where oversized requests waste AWS spend.
Engineer playbook to lower AWS Glue bills: five levers—right-size DPUs, autoscaling, Flex, partitioning, Parquet/ORC—and measure with DPUSeconds before...
Cut AWS VPC endpoint spend: add free S3 and DynamoDB gateways, consolidate interface endpoints, and right size AZ coverage. Quick 1 to 2 hour checklist to...
Contract first AWS guide to paying consultants on shared savings. Insist on a written baseline, line item approval, and a 6–12 week pilot.
Practical AWS FinOps audit playbook: five stages mapped to the FinOps Framework, governance and automation checks, and a pay-on-savings option for IT and...
Engineer focused BigQuery cost optimization: run a top 10 queries audit, enforce dry run and maximum_bytes_billed caps, right size reservations, or try...