Engineering Blog

AI cost management extends FinOps to tokens, GPUs, and agentic workloads. Here's how Gartner's CFM evaluation criteria are evolving to cover AI spend, and what to look for in tooling.

Learn how to implement effective cloud financial management with our step-by-step guide. Significantly reduce your costs while maintaining performance.

Eight cloud cost management platforms evaluated in depth against Gartner's four CFM capabilities, plus a categorized ranking of 20+ tools so you know which category fits your gap before any demo.

An MSP remotely manages your IT and cloud environments on a subscription basis. This guide covers core services, pricing models, MSP vs MSSP vs CSP, and how AWS, Azure, and Google Cloud validate MSPs.

A control-by-control breakdown of AWS MSP Validation Checklist 8.0: 24 new AI-first controls, 27 updates, key deadlines, and how to protect your MSP incentive before the 2027 cutover.

Two AgentCore line items on your AWS bill can't tell you margin per tenant. We deploy a GPU rendering agent and use an eBPF sensor to attribute Bedrock and GPU costs per customer.

DoiT's Channel Management module now supports AWS MSP Validation Checklist 8.0, helping MSPs prepare for the AI-first audit requirements taking effect January 1, 2027.

Six months of DoiT incident data shows leaked or unrestricted credentials cause most cloud security incidents on AWS and GCP. Here's what it cost and how to prevent and catch attacks in minutes.

A practical guide to AWS Managed Services: what MSPs actually do, how they differ from AWS's own AMS product, typical pricing models, and what to look for when choosing a provider.

Google Cloud's Compute Advisor uses Gemini to recommend machine types, estimate costs, and generate configs grounded in your real project state — before you deploy. Includes practical prompt examples.