May 2026 guidance with a reproducible scaffold—9 artefact files, 0 Terraform-managed creates at plan baseline, and third-party comparisons refreshed Apr 24 and May 4, 2026.
Build a data-driven business case for application modernization. ROI calculations, cost-benefit analysis, risk frameworks, and board-ready presentations.
AWS Graviton processors deliver 20-40% cost savings and better performance-per-watt. Complete guide: migration path, performance benchmarks, and production deployment patterns.
Terraform to OpenTofu migration: compatibility, risks, tools, and production deployment patterns for AWS infrastructure.
Kiro is not Amazon Q with a new name. It's a spec-driven agentic IDE built for autonomous multi-file code generation. Enterprise guide to adoption and governance.
ElastiCache loses your AI chatbot's session memory at every node replacement. MemoryDB doesn't. A decision framework for when to pick MemoryDB over ElastiCache, OpenSearch Serverless, and S3 Vectors for AI workloads — with the latency math and the failure mode that forces the switch.
Aurora Limitless shards Aurora transparently to hundreds of millions of rows per second. Here's when it beats vertical scaling, how to pick shard keys, and the real cost trade-offs.
AWS Application Composer visualizes and generates CloudFormation and SAM templates, now with AI-assisted IaC generation. Here's where it fits in a Terraform/CDK toolchain.
Amazon EVS runs vSphere/NSX/vSAN natively on AWS bare metal. No VMware license renegotiation, no application changes, no VMC on AWS partnership. The 2025 VMware cloud migration path.
