Category: *Post Types

Introduction If you’re migrating code at scale across hundreds of repositories, you need reproducible results across runs. Large language model (LLM)-based agents, by definition, rely on the probabilistic nature of LLMs where each result is generated from a variety of potentially probable outcomes. In a short-horizon task, this nondeterminism is manageable. In a long-horizon task […]

Introduction When planning or executing a cloud migration, you face a choice between migration strategies: rehost your applications quickly to meet data center exit deadlines, or invest the time to modernize and replatform them into cloud-native architectures. Modernization can take many forms, from serverless architectures, managed services, containers, or a combination, depending on the workload […]

Introduction AWS Transform is an AI-powered service that accelerates enterprise modernization of VMware workloads, Windows, mainframe, and application code. It provides two key offerings for VMware migration planning: AWS Transform Assessments generates a complimentary, data-driven business case for your VMware infrastructure, including cost analysis, right-sizing recommendations, and migration planning. AWS Transform for VMware automates the […]

Flexibility, control, and choice have always been core pillars of the Amazon Elastic VMware Service (Amazon EVS). Amazon EVS gives you the ability to maintain existing investments in VMware technologies while embracing the benefits of the cloud. With Amazon EVS, you can run VMware Cloud Foundation (VCF) directly within your Amazon VPC on EC2 bare-metal […]

Large-scale cloud migration planning often requires coordinating multiple teams, gathering accurate technical information, and tracking schedules against migration progress across hundreds of applications. Migration planning teams often struggle with data collection, parsing scattered data across spreadsheets and emails. Application owners face repetitive questionnaires and changing timelines. And migration engineers require detailed infrastructure assessments to avoid […]

Introduction Every successful cloud migration starts with a solid plan. AWS provides comprehensive guidance on migration strategy to help organizations assess their readiness, choose the right approach, and execute migrations efficiently and securely. But here’s what often gets overlooked: how many of those detailed plans include equally thorough rollback strategies — a deliberate, pre-planned path […]

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 […]

When Software Stops Waiting for Us For years, teams responsible for building and governing cloud platforms (such as the Cloud Center of Excellence) helped enterprises move faster without sacrificing governance or reliability. They standardized architecture, created guardrails, and turned cloud into a business accelerator rather than a technical experiment. Then software began to change. First, […]