Migration & Modernization

Category: *Post Types

Automating FSx for NetApp ONTAP Mounts with SSM and MGN Post-Migration

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 […]

AWS Transform Network Migration with Agentic AI

Your network is the migration bottleneck. It doesn’t have to be.

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 […]

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS Part 4: Post-cutover optimization

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS – Part 4: Post-cutover optimization

Introduction In this blog post, we cover the post-cutover phase of an Oracle-to-PostgreSQL migration on Amazon Web Services (AWS), demonstrating how to transform a functional PostgreSQL system into an operationally excellent one. We walk through immediate validation, comprehensive observability, systematic performance optimization, disaster recovery validation, Oracle decommissioning, and the operational excellence foundation, including the continuous […]

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS Part 3: Planning and Execution

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS – Part 3: Planning and Execution

Introduction In this blog post, we outline the target architectures and wave-based strategies needed to build functional PostgreSQL environments on Amazon Web Services (AWS), using Zulon City Insurance (ZCINS), a fictional carrier managing 42 Oracle databases, as a model for a successful transition. Once you have assessed your Oracle estate, as laid out in part […]

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS Part 2: Assessment

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS – Part 2: Assessment

Introduction In this blog post, we explore the assessment phase of migrating Oracle databases to PostgreSQL on Amazon Web Services (AWS), the critical step that transforms your discovery inventory into an actionable migration strategy. After completing discovery of your Oracle estate in Part 1, you face the critical question: what will it take to migrate […]

Migrating and Modernizing Oracle Databases to PostgreSQL on AWS – Part 1: Discovery

Introduction In this blog post, we explore the discovery phase of migrating Oracle databases to PostgreSQL on Amazon Web Services (AWS), the foundational step that determines the success of every migration that follows. This is the first installment of a four-part series covering the Oracle-to-PostgreSQL migration journey, from initial discovery through post-migration optimization. Evolving licensing […]

Introducing Release Notes- Stay current with AWS Transform for migrations

Introducing Release Notes: Stay current with AWS Transform for migrations

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

Simplify how you build and publish Custom Agents with AWS Transform Agent Builder Toolkit

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 […]

Stop hand-porting kernels: migrate PyTorch and Triton kernels to AWS Trainium with an AWS Transform custom agent

Stop hand-porting kernels: migrate PyTorch and Triton kernels to AWS Trainium with an AWS Transform custom agent

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.

Refine AWS Transform Generated Networks Using AI-Guided Optimization

Introduction A network migration to AWS moves more than a topology. It also moves the decisions baked into that topology: VLANs grouping unrelated workloads that should have been segmented long ago, firewall rules written for an infrastructure that is now decommissioned, and address ranges fragmented by rack placement rather than logical boundaries. A migration is […]