Category: Artificial Intelligence

Why the modernization era’s biggest governance challenge is the one your security team cannot see, and how to solve it on AWS.  Your company is already running Shadow AI. Somewhere in your organization this week, an employee is pasting something they should not into an AI tool you have not approved. They are trying to […]

vSphere 8 reaches End of General Support on October 11, 2027 – a deadline for every VMware customer. This blog gives AWS Partners and customers a licensing-accurate framework to turn the Broadcom VCF renewal into a self-funding migration to AWS, with a real 1,247 VM customer engagement that delivered 56% annual savings.

Most enterprise engineering organizations have deployed AI tooling broadly across teams. The per-team productivity gains are real. But end-to-end improvement hasn’t followed. Backlogs aren’t shrinking. Cycle times haven’t compressed. Tech debt is still growing. The tools aren’t broken. The problem is structural: each team accelerated independently, and the spaces between them are now the entire […]

The Modernization Challenge Mainframe modernization projects often stall for the same reason; teams cannot capture what the legacy application does with enough precision to rebuild it confidently. The business logic running these applications is sound, it has processed millions of transactions daily for decades. But the applications themselves were written for a different era. They […]

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 […]

Every domain in a large-scale migration has tools. The network still has people: a handful of them, overbooked, carrying decades of accumulated decisions in their heads. That has just changed. It starts with the network When approaching a large-scale migration to the cloud, nothing moves until the network is ready. Not the database. Not the application. Not […]

Organizations running ASP.NET applications face a common dilemma: adding AI capabilities typically means significant refactoring or building entirely new systems. Your existing REST APIs contain years of valuable business logic, but there’s no straightforward path to make them AI-accessible without a rewrite. What if you could keep your code and add intelligence on top? In […]

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. […]

AWS Transform is a collaborative enterprise IT transformation workbench powered by expert agents that accelerate cloud migration, application modernization, and continuous tech debt reduction. On May 14, 2026, AWS announced general availability of the AWS Transform Agent Toolkit Kiro Power, enabling Professional services organizations (e.g., consulting firms delivering cloud migrations), Independent Software Vendors (ISVs) embedding […]

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.