Migration & Modernization
Category: Technical How-to
Increase your cluster density with Memory Tiering in Amazon Elastic VMware Service
Increasing your cluster density by using Memory Tiering within the Amazon Elastic VMware Service (Amazon EVS) can help drive down the costs of your AWS infrastructure. Amazon EVS now supports VMware Cloud Foundation (VCF) 9.0 and 9.1 . In VMware Cloud Foundation (VCF) 9.0 Memory Tiering was introduced, which is a new feature within ESX […]
Disaster Recovery for VMware Workloads on Amazon EVS
Many organizations run business-critical workloads on VMware, and most know that a single outage can disrupt operations, impact customers, and put revenue and reputation at risk. Disaster recovery (DR) is the solution: a secondary environment ready to take over when the primary site goes down. But building one has traditionally meant heavy upfront investment, long […]
From Mainframes to Microservices: Specification-Driven Mainframe Modernization with AI Agents
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 […]
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 […]
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 […]
Building a Conversational Data Collection Agent on Amazon Quick
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 […]
Lessons from Production Migrations: Troubleshooting Complex Issues with AWS Transform MGN
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 […]
Agile Migration Planning: Accelerate Wave Planning with AWS Transform
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 […]
Deploying VCF 9.1 on Amazon EVS with End-to-End Automation
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 […]









