Engineering Blog

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.

Forward Deployed Engineers embed inside customer environments to own deployments end to end. Here's what the role involves, where the title came from, and how it compares to consultants and architects

In a real AWS sandbox, the three highest-token agents were the three cheapest. Fargate compute, not model tokens, decided the per-agent cost ranking.