Cloud Architecture

Not sure if you need an AWS consultant? These 12 operational and business triggers tell you exactly when expert help pays off — and when it doesn't.

The business case for hiring a certified AWS consultant: 12 specific, measurable benefits — from MAP credits and FinOps savings to faster AI deployment and compliance. Written by an AWS Select Tier Consulting Partner.

AWS support tiers differ wildly in response time and escalation. Managed support providers add proactive monitoring, incident response, and on-call coverage. Here is what 24/7 managed support actually means, how it differs from AWS support, and when you need it.

AWS IoT architecture patterns for manufacturing, smart buildings, and connected devices — from device connectivity to data ingestion, edge processing with Greengrass, and real-time analytics.

Karpenter replaces Kubernetes Cluster Autoscaler with intelligent bin-packing and just-in-time node provisioning. This guide covers setup, consolidation, cost optimization, and production patterns for EKS clusters.

Migrating a monolith from on-premises or EC2 to ECS Fargate enables containerization and serverless compute. This guide covers zero-downtime migration: deploying containers, gradual traffic shifting, and rollback strategies.

AWS Control Tower automates multi-account management — setting up guardrails, enforcing compliance policies, and centralizing billing. This guide covers setup, customization, and production governance patterns.

AWS migration cost estimates are consistently wrong — not because the tools are bad, but because they miss the parallel run period, data transfer during migration, and the operational tax of learning a new environment. Here is what to actually model.

A B2B SaaS stack that costs $500/month at launch does not need to cost $50,000/month at 100,000 users if the architecture decisions at each stage are deliberate. This is the end-to-end reference architecture with real cost numbers.

A technical deep dive into EC2 performance optimization for API workloads — covering instance family selection, Graviton vs x86 economics, network tuning, EBS configuration, and Linux kernel parameters that directly impact throughput and tail latency.

A technical guide to hybrid compute architectures that combine EC2, Lambda, Fargate, and Step Functions — with worked cost calculations, SQS buffering patterns, and decision frameworks based on invocation pattern rather than unit cost.

Multi-region AWS architectures can easily cost 2–3× a single-region equivalent when data replication, cross-region transfer, and duplicated managed services are not accounted for. Here is how to architect for resilience without proportional cost growth.