Blog
Technical insights, AWS best practices, and infrastructure strategies from our team.
GPU Infrastructure for ML Training: Cloud vs. On-Prem in 2026
A technical comparison of cloud GPU and on-premises options for ML training workloads, covering H100/B100 availability, spot strategies, cost modeling, and hybrid approaches.
Managed AWS Operations: Build Your Team or Buy the Service?
When does it make sense to hire a DevOps team vs. outsourcing managed AWS operations? A practical framework for the decision.
The True Cost of DIY AWS Operations
Most companies underestimate the real cost of running AWS in-house by 2-3x. Here is the full picture — and a framework for deciding when to outsource.
AWS Landing Zone Checklist for Regulated Industries
A comprehensive checklist for building AWS landing zones that satisfy PCI-DSS, SOC 2, ISO 27001, and GDPR requirements from day one.
5 AWS Landing Zone Mistakes That Cost Startups Months
Common landing zone anti-patterns we see in AWS environments — and how to avoid them before they become expensive technical debt.
How to Choose a Managed AWS Partner: 10 Questions to Ask
Evaluating managed AWS partners? These 10 questions separate vendors who will actually improve your operations from those who just resell monitoring dashboards.
Cloud GPU Workstations vs. On-Premises: The Real Cost Comparison
Breaking down the total cost of ownership for GPU workstations — cloud vs. on-prem — for gaming studios and creative teams.