Category: Migration

Introduction If you already work with an AI coding agent, you know how much they can do. Tools like Kiro, Claude Code, and Cursor read repositories, reason over code, and drive multi-step tasks from an IDE or terminal. They’re excellent general-purpose AI coding agents, built to help with everyday software development tasks. But planning and […]

Large-scale migrations and modernizations are among the most complex programs an IT organization undertakes. Teams spend weeks building spreadsheets to catalog servers, months writing business cases to justify the move, and years executing migration waves while keeping production systems running. At every stage, the challenge is the same: too much manual work, too many handoffs, […]

Pratikkumar Chunawala, Principal Consultant, Professional Services, Amazon Web Services (AWS) Introduction This post presents a diagnostic framework for sustaining migration velocity, covering the velocity curve model, two structural forces that cause deceleration, and three leading indicators to detect the pattern early. Migration velocity stalls between waves 20 and 35 in most large-scale programs, not because […]

A New Chapter in Security For years, cybersecurity defense traditionally followed a familiar, non-continuous rhythm. An issue is discovered, security teams investigate, developers prioritize a fix, and operations deploy a patch. The organization moves on until the next one. That cycle worked when changes happened weekly and threat actors needed months to develop proof-of-concept code. […]

Learn how to automate AWS MAP tagging at scale using Amazon Nova and serverless architecture. Deploy a self-service solution that generates correct tag values, CLI commands, and discovers untagged resources in ~5–8 minutes. | 31 August 2026 | Amazon Bedrock, AWS Lambda, AWS CloudFormation, Migration Acceleration Program (MAP), Generative AI. Introduction MAP tagging determines whether […]

A little over a year ago, we made Amazon EVS generally available. It was a milestone for customers running VMware workloads who wanted more options in the cloud, while keeping the investments they’d already made in their people, tooling, and operational workflows. With Amazon EVS, you can run VMware Cloud Foundation (VCF) on Amazon EC2 […]

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 […]

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 […]

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. […]