Category: Generative AI

Introduction Our Cloud Value Framework series explores how AWS delivers business value across five pillars: cost savings, staff productivity, operational resilience, business agility, and sustainability. These pillars focus on benefits after workloads are running in the cloud. Strategic migration planning helps organizations achieve these outcomes faster. But this journey requires investment in the Cost of Change: […]

Most cloud engineers today still spend time chasing pages, triaging incidents, and scaling infrastructure manually. That is about to change. AI agents are beginning to take over this operational burden. Engineers who understand this shift early will be the ones who define how it unfolds. Written as a fictional log entry from 2031, this blog […]

AWS Transform for VMware simplifies how organizations migrate VMware workloads to AWS by providing an AI-driven, agentic experience that automates the entire migration journey, from initial discovery and assessment, through migration planning and wave execution, to the actual migration of virtual machines to AWS. It addresses one of the critical migration challenges: translating on-premises network […]

Migrating and modernizing Microsoft and VMware workloads on AWS requires the right strategies, tools, and real-world validation. This playlist brings together top sessions from AWS re:Invent 2025 — covering agentic AI-powered automation with AWS Transform, running VMware natively on AWS, and lessons from customers who’ve done it at scale — with practical guidance across every […]

Migration assessments empower organizations to understand their on-premises infrastructure footprint and evaluate migration and modernization opportunities in the cloud. These assessments instill confidence in decision-makers and help organizations optimize their infrastructure, potentially reducing costs by up to 60% (Bain & Company, “Rightsizing your way to the cloud“).  AWS Transform assessments help eliminate the guesswork in the […]

Executive Summary Across every major software category, cloud-native Software-as-a-Service (SaaS) leaders aren’t just competing—they’re redefining markets. McKinsey’s 2025 Technology Trends Outlook highlights that enterprise cloud adoption continues to accelerate, while traditional IT spending on on-premises systems steadily declines. Gartner forecasts that public cloud services will grow 21.3% in 2026, fueled by continued migration and modernization […]

Technical debt isn’t just a developer inconvenience—it’s a material drag on enterprise innovation. The numbers tell a stark story: Forrester reports that nearly 20% of IT budgets are spent managing technical debt instead of advancing new capabilities. The Journal of Systems and Software found that developers lose an average of 23% of their working time […]

In this blog post, I will demonstrate a pattern to modernize your existing application by adding agentic AI capability to it without touching the source code of your legacy application. I will do that by offloading the heavy lifting of this transformation to Amazon Bedrock AgentCore Gateway and Kiro powers. For the purposes of this […]

Monolithic databases have long been a cornerstone of enterprise applications, but as organizations scale and adopt cloud-native architectures, these databases increasingly become bottlenecks. A structured approach to modernizing these monolithic databases addresses increased cost, scalability constraints, architectural rigidity, and performance degradation that prevent independent deployment and rapid innovation. Organizations embarking on cloud migration often discover […]

Many enterprises have used the mainframe as a platform of choice for their core business processing over decades. The simplicity and speed of initial development in monolithic architecture have consequently resulted in the creation of large (10M+ LOC) and exceptionally large (100M+ LOC) mono-repos and complex codebases. When customers are ready to modernize these applications, […]