Category: Learning Levels

As organizations migrate to AWS at scale, connecting migrated instances to their new storage is a common bottleneck. When workloads move from on-premises NFS servers to Amazon FSx for NetApp ONTAP, teams often mount file systems by hand, minutes per instance that add up to weeks across hundreds or thousands of servers. This solution combines […]

When a service evolves quickly, knowing where to look for the latest changes matters just as much as the changes themselves. Today, we’re introducing the AWS Transform for migrations Release Notes. This Releases Notes page, part of the Change Log, the single page where product updates are captured, such as new features and behavioral changes. […]

An AWS Transform custom agent converts PyTorch and Triton kernels to NKI for AWS Trainium, compiling, verifying, and profiling every candidate on real hardware. The same Claude model that cold-solves 6% of kernels reaches 83% inside the agent’s verify-and-fix loop.

Introduction You are about to rebuild a mainframe application that has run your organization for 30 years, and here is what most teams underestimate going in: the rebuild is not the hard part. Knowing what you are replacing is. A mainframe estate holds thousands of business rules. They are spread across legacy languages it was […]

Collecting structured data from dozens of distributed stakeholders (whether for cloud migration planning, compliance assessments, vendor onboarding, or security reviews) is a persistent bottleneck in enterprise workflows. Teams typically rely on emailed spreadsheets, which generate weeks of follow-ups, inconsistent responses, and manual reconciliation. This post shows how to build a conversational data collection agent on […]

No matter how thorough your planning, large-scale migrations will surface edge cases that no runbook anticipates. The difference between a stalled project and a successful one often comes down to how quickly your team can diagnose, resolve the unexpected and whether those lessons feed back into your process. This post distills that operational knowledge into […]

Organizations running migration projects don’t always operate in a single shared language. Migration teams span geographies, and the people closest to the workloads are often the ones who understand dependencies, business context, and operational risk. They need to work in the language they’re most comfortable with. Today, we’re announcing local language support for the AWS Transform migrations […]

Planning is a critical phase of any cloud migration. You invest significant time coordinating across stakeholders and mapping dependencies to build detailed wave plans. Yet despite this effort, many plans quickly diverge from reality as infrastructure changes, applications get updated, and business priorities shift. An inaccurate plan carries real risk: a migration wave can fail […]

Introduction Amazon Elastic VMware Service (Amazon EVS) lets you run VMware Cloud Foundation (VCF) directly on AWS bare-metal EC2 instances within your Amazon VPC. With EVS, you get the operational consistency of the VMware stack you already know, combined with the elasticity, security, and breadth of AWS cloud services. VCF 9 is the latest release […]

We’re excited to share that VMware Cloud Foundation (VCF) 9.0 and 9.1 are now available on Amazon Elastic VMware Service (EVS), giving you complete control over your VCF installation. Our focus with Amazon EVS is to give you the flexibility to deploy and configure VCF to fit your needs, using the tools, operational processes, and […]