Archive for DH2i

Guest Post: Modern Infrastructure Has OutgrownStatic Credentials

Posted in Commentary with tags on June 18, 2026 by itnerd

By Don Boxley, CEO and Co-Founder, DH2i (www.dh2i.com

You may have noted that “World Password Day” was celebrated in May… And like each year, there was quite a bit of conversation around the idea that passwords just aren’t cutting it anymore… But, here’s the thing… Passwords didn’t suddenly become weak. The bigger problem is that modern infrastructure evolved far faster than the old trust models designed to protect it. This brought up another related conversation – lots of previously tried and true data and infrastructure security methods also aren’t cutting it anymore – like VPNs. 

And, that makes sense. Infrastructure was far more centralized and predictable 10-15 years ago. Even 5 years ago, for that matter. But today, businesses operate in environments that are constantly moving, scaling, and changing. Yet many organizations are still using assumptions built for a much smaller, slower, and more contained era of IT to secure today’s IT reality. 

The Perimeter Barely Exists Anymore

Most organizations no longer operate inside a clearly defined perimeter. Infrastructure is spread across hybrid cloud environments, multiple public cloud providers, Kubernetes clusters, remote users, AI workloads, edge deployments, and legacy systems that businesses still depend on every day. Modern infrastructure has become a patchwork of environments connected by operational necessity rather than standardization.

That creates a very different set of challenges than traditional security models were built for. 

Static credentials and broad network trust assumptions simply do not scale cleanly in environments where applications move dynamically, workloads scale automatically, and systems constantly communicate across regions, providers, and platforms.

Today’s infrastructure environments often include:

  • Hybrid cloud deployments
  • Multi-cloud infrastructure
  • Kubernetes and containers
  • AI and GPU-driven environments
  • Remote and distributed workforces
  • Edge and IoT deployments
  • Windows and Linux systems operating simultaneously
  • Legacy applications requiring ongoing operational support

Credential Problems Now Create Operational Problems

For sure, today’s environments are highly distributed and interconnected. Constantly authenticating and communicating with each other behind the scenes are applications, databases, cloud services, Kubernetes clusters, AI workloads, and failover systems.

So when credentials or trust relationships fail, operational problems can happen too, such as:

  • Applications losing connectivity
  • Replication between systems stopping
  • Failover processes failing during outages
  • Automated recovery systems breaking
  • AI services becoming unavailable
  • Distributed workloads timing out or crashing

In other words, a credential issue today can create both a security problem and an availability problem. In modern distributed environments, when trust breaks, operations break too.

If authentication fails, applications can lose connectivity. 

If trust relationships break during failover, recovery processes may not behave the way teams expect. 

If dependencies are poorly understood, outages become significantly harder to resolve under pressure. 

Security and operational continuity are now deeply interconnected, in highly distributed environments.

Downtime is no longer just inconvenient, as businesses rely more heavily on real-time applications, customer-facing systems, and AI-driven services. That reality becomes even more serious, directly impacting operations, customer experiences, and revenue.

Complexity Quietly Becomes the Biggest Risk

Simply managing overwhelming operational complexity is one of the biggest challenges modern IT teams face today. Every additional VPN dependency, networking exception, manual authentication workflow, or infrastructure-specific access policy adds another layer of fragility into the environment.

Eventually environments become so interconnected and complicated that nobody fully understands every dependency anymore. That’s when small problems start cascading into much larger operational incidents.

Common failure points now include:

  • Expired credentials breaking replication
  • Misconfigured trust relationships disrupting failover
  • VPN bottlenecks destabilizing distributed applications
  • Overly broad network access enabling lateral movement
  • Infrastructure-specific dependencies failing during migrations or outages

None of this happens because IT teams are careless, or not paying attention. 

Most organizations are simply trying to balance performance, uptime, security, compliance, cost, scalability, and operational flexibility… all at the same time. Of course, that is easier said than done. 

AI Infrastructure Is Accelerating Everything

AI environments amplify nearly every infrastructure challenge organizations already struggle with today. Massive GPU clusters, distributed compute environments, real-time responsiveness, high concurrency demands, and cross-region orchestration all place enormous pressure on connectivity, resiliency, and trust models.

In AI environments especially, weak trust relationships and brittle access models stop being theoretical security concerns very quickly. They become operational liabilities. Because failures impact real-time interactions immediately, customer-facing AI systems often cannot tolerate downtime, latency spikes, or connectivity instability.

That changes the stakes considerably compared to traditional enterprise systems where outages may have created delays or inconvenience but not necessarily immediate business disruption.

Why Zero Trust Continues to Gain Momentum

 Modern infrastructure has become too distributed, too interconnected, and too dynamic for organizations  to continue assuming that network presence alone should imply trust. Resultantly, the core principles of Zero Trust have become incredibly important for organizations to adopt into their architectures.

Organizations are increasingly shifting toward systems that only establish secure connections to the specific resources they actually need – i.e., a move to identity-aware, tightly scoped connectivity models.

That shift increasingly includes:

  • Identity-aware access controls
  • Direct encrypted connectivity
  • Application-level trust models
  • Workload segmentation
  • Infrastructure-agnostic architectures
  • Continuously validated access relationships

Because most businesses no longer operate in a single homogeneous environment, the infrastructure-agnostic piece matters enormously. Different workloads require different environments for performance, economics, compliance, sovereignty, or resiliency reasons. 

Security strategies now have to function consistently across all of them.

Modern Infrastructure Requires a New Trust Model

Passwords still matter. MFA still matters. Good credential hygiene still matters. None of that is going away, not anytime soon anyway.

Static credentials, VPNs, and broad network trust, modern infrastructure has clearly outgrown the idea that they should remain the primary foundation for security and operational continuity. Today’s environments are simply too dynamic, distributed, and interconnected for those older assumptions to keep scaling effectively.

That’s why more organizations are starting to move toward software-defined perimeter (SDP) approaches built around identity-aware, direct encrypted connectivity instead of exposing broad portions of the network itself. Instead of placing users and systems “on the network” and hoping policies contain access appropriately, the goal becomes far more precise: securely connect users, applications, workloads, databases, and services only to the exact resources they need access to. Nothing more.

That becomes especially important in environments spanning:

  • Hybrid and multi-cloud infrastructure
  • Kubernetes and containerized workloads
  • Windows and Linux systems
  • AI and GPU-driven environments
  • Edge deployments and distributed teams
  • High availability and failover architectures

The organizations adapting most successfully are increasingly recognizing that modern infrastructure requires a far more identity-aware, tightly controlled, infrastructure-agnostic, and operationally flexible approach to trust than the industry relied on twenty years ago.

Guest Post: VMware Migration. The Claims Came First. The Results Lagged. Not Anymore.

Posted in Commentary with tags on May 6, 2026 by itnerd

By Don Boxley, CEO and Co-Founder, DH2i (www.dh2i.com

VMware has earned its place in the data center. For years, it’s helped organizations bring structure, reliability, and scale to environments that needed it. That foundation matters.

But the world around it has changed.

Infrastructure today isn’t one place, one platform, or one decision made every five years. It’s hybrid. It’s multi-cloud. It’s evolving constantly. And because of that, more organizations are starting to look at their options a little differently. Not because VMware stopped working, but because the business needs more flexibility than it used to.

The real question isn’t “what replaces VMware?” It’s “how do we move forward without disrupting everything we’ve already built?”

Why Organizations Are Taking a Fresh Look

IT environments today don’t sit still. They stretch across clouds, data centers, and edge locations, and that shift is starting to expose some pressure points. Costs that are harder to predict. Less flexibility in where and how workloads run. A growing expectation to modernize faster than ever. And a need for more control, not less.

VMware still plays a role. It will for a long time, in many environments. But it’s no longer the only path forward. And in some cases, it’s not the most flexible one.

The Real Challenge Isn’t the Destination. It’s the Journey

Choosing an alternative platform is actually the easy part. There are plenty of solid options out there, whether it’s Hyper-V, KVM, or public cloud. Where things get complicated is in the move itself. 

Migration has traditionally meant rebuilding virtual machines, reconfiguring applications, planning downtime, and managing risk at every step. That’s a heavy lift… And for a lot of organizations, that’s where progress slows down or stops altogether.

A More Practical Way to Think About Migration

What’s starting to change is where the focus sits. More organizations are stepping back and asking a simpler question, instead of anchoring everything to infrastructure: what actually needs to move? Things start to open up, when you center on the application, not the platform.

Workloads can move between environments without forcing major changes, by decoupling applications from the underlying OS and infrastructure. That means running across different hypervisors. Moving into the cloud more easily. And adapting as needs evolve without starting from scratch each time. It’s a quieter shift, but it changes a lot.

What Modern Migration Should Feel Like

If you’re doing this right, migration shouldn’t feel like a disruption event. And let’s face it, in the past there were (and still are) vendors that claimed they could do it – but couldn’t really pull it off… Today, it can feel like a controlled transition. Workloads stay online. Applications move as they are. Windows and Linux operate side by side without friction. Infrastructure becomes simpler, not more complex.

And you’re not locked into a one-time move. You have the flexibility to adjust over time. That’s the bar organizations are starting to expect.

Once you remove the friction from moving workloads, your options expand quickly. Cloud becomes easier to leverage when it actually makes sense. Alternative hypervisors become viable for cost optimization. Bare metal becomes an option for performance-sensitive workloads. Hybrid stops being a compromise and starts being a strategy.

At that point, it’s not about replacing VMware. It’s about giving yourself room to operate.

What This Looks Like in Practice

Organizations that take this approach are seeing some very real, very practical outcomes. They’re moving critical workloads without downtime. They’re reducing costs without sacrificing performance. They’re shifting workloads based on business needs, not technical constraints. And they’re simplifying disaster recovery in the process. It’s not theoretical. It shows up in day-to-day operations.

This shift isn’t about reacting to a single change in the market. It’s about recognizing where infrastructure is heading. Flexibility isn’t optional anymore. Mobility isn’t a nice-to-have. And the ability to move applications without disruption is becoming a core capability. Organizations that lean into that are putting themselves in a much stronger position for whatever comes next.

VMware helped define an era of enterprise IT. That is not going away. 

But the next phase is about removing constraints versus committing to a single platform. The entire conversation changes, when you can move workloads freely, without tearing things apart to do it. And when that happens, migration stops being a challenge… and starts becoming an advantage.

DH2i to Host Live Webinar “High Availability, Simplified: What’s New in DxEnterprise v26 & DxOperator v2”

Posted in Commentary with tags on March 26, 2026 by itnerd

DH2i today announced it will host a live webinar titled, “High Availability, Simplified: What’s New in DxEnterprise v26 & DxOperator v2.” This demo-driven event is intended to provide IT teams with a practical, real-world look at how to simplify and strengthen Microsoft SQL Server high availability across increasingly complex, multi-platform environments.

When: April 16 at 12:00 pm Eastern Time / 9:00 am Pacific Time

What: IT teams are under pressure to support more platforms, protect against increasingly diverse security threats, and fulfill higher uptime expectations for SQL Server – and they are often forced to do it with a complex patchwork of platform-limited solutions.

DH2i has unveiled the latest iteration of its high availability software and SQL Server operator for Kubernetes with DxEnterprise v26 and DxOperator v2. This all-in-one software solution introduces brand new capabilities and enhancements to simplify HA management for your most critical workloads, ensure robust network security against modern threats, and streamline cluster management across Windows, Linux, containers, and the cloud.

Join DH2i for this fast-paced session where they will walk through how its latest software release easily layers right on top of any mix of existing infrastructure to enable:

  • SQL Server K8s scale-up AND scale-down automation
  • Granular database-level monitoring with more predictable and reliable failover
  • Seamless integration with K8s StatefulSets for streamlined pod management
  • Optimized security & performance for heterogeneous environments

Featured Speaker: Sasindu Wickramasingha Gamachchige, Sr. Technical Engineer, DH2i 

Sasindu Wickramasingha Gamachchige is DH2i’s behind-the-scenes superhero. By day, a Sr. Technical Support Engineer, by night… still a Sr. Technical Support Engineer (because high availability never sleeps). Armed with deep expertise in complex IT environments and superhuman troubleshooting instincts, he protects mission-critical systems from chaos and downtime. Gamachchige brings calm confidence to even the most stubborn clusters. 

Learn more and register herehttps://dh2i.com/webinar-simplified-high-availability-solution/ 

DH2i Launches DxEnterprise v26.0 and DxOperator v2

Posted in Commentary with tags on March 17, 2026 by itnerd

DH2i today announced the general availability (GA) launch of DxEnterprise v26.0 and DxOperator v2, featuring significant high availability (HA), disaster recovery (DR), and operational resilience capabilities enhancements for SQL Server deployments across Windows, Linux, and Kubernetes environments. Together, the releases introduce meaningful advances in availability group (AG) protection, security controls, observability, and automation for both traditional and containerized SQL Server deployments.

In today’s enterprises, a perfect storm has emerged where applications have become direct revenue channels, infrastructure complexity has increased while IT staffing has not, modernization initiatives are no longer optional, security and compliance requirements are tightening, and software update velocity has accelerated. Together, these forces expose the limits of traditional HA approaches. What once worked for small, static clusters no longer scales when SQL Server deployments span hybrid, multi-platform, and containerized environments that demand continuous availability, stronger safeguards, and higher levels of automation. DxEnterprise v26.0 and DxOperator v2 address these challenges head-on.

DxEnterprise v26.0 focuses on improving cluster resilience, visibility, and administrative confidence through enhanced monitoring, stronger safeguards against split-brain scenarios, expanded credential support, and platform modernization. DxOperator v2 extends those capabilities into Kubernetes environments, giving users greater control over scale, updates, and network configuration for SQL Server AGs running in containers.

What’s New in DxEnterprise v26.0

Deeper SQL Server and Availability Group Intelligence

  • Database-level health monitoring is now enabled by default, allowing faster detection of issues affecting individual databases within an AG
  • Split-brain scenarios are prevented via automatic per-availability-group quorum enforcement by demoting or shutting down replicas when quorum requirements are not met
  • Improved replica connectivity alerts provide real-time notification when replicas disconnect or when SQL Server replica configurations diverge from expected cluster state

Improved Security and Credential Resilience

  • Support for secondary SQL Server backup credentials enables automatic fallback if primary authentication fails, reducing downtime caused by credential changes or expirations
  • Administrative sessions are automatically disconnected when the cluster passkey changes, ensuring only authorized users with current credentials retain access
  • The DxAdmin user interface now includes clearer prompts, stronger validation, and improved feedback for passkey configuration

Greater Stability and Observability

  • Core monitoring services, including DxLMonitor, DxCMonitor, DxStorMonitor, and DxHealthMonitor, have received reliability and stability improvements to reduce unexpected restarts and improve overall cluster resilience
  • Basic anonymous telemetry is now available to help improve product quality and diagnostics, with opt-out configuration for customers who prefer not to participate

Platform and Usability Enhancements

  • DxEnterprise’s Linux version now runs on the .NET 8.0 runtime, delivering improved performance, security, and long-term support alignment
  • Virtual hosts can now be renamed using a new rename-vhost command, simplifying cluster management and reorganization
  • Additional safeguards prevent accidental overwriting of existing data stores during SQL Server high availability virtualization
  • Enhancements to DxCLI and DxPS improve command-line usability, including human-readable XML output and new PowerShell cmdlets
  • The DxCollect utility now includes expanded command-line options for more targeted diagnostics and log collection.

What’s New in DxOperator v2

Flexible Scaling Up and Down

  • Availability group clusters can now be expanded or reduced dynamically
  • Unlike the previous version, DxOperator v2 can safely de-configure and remove replicas from a running cluster, enabling true scale-down operations

Automated Rolling Updates

  • Administrators can automate rolling updates of SQL Server or DxEnterprise container images, allowing pods to be updated one at a time without manual intervention
  • Updates can also be performed manually when desired, giving operators full control over rollout strategy
  • DxOperator does not automatically check for new container versions, ensuring that administrators remain in control of when and how updates are applied

Advanced Network and Service Configuration

  • Flexible service templates allow load balancers and other network services to be fully specified and automatically deployed per availability group replica
  • This enables more consistent connectivity across different Kubernetes environments and cloud providers

Redesigned Custom Resource and StatefulSet Adoption

  • The custom resource definition has been redesigned for greater flexibility and now leverages Kubernetes StatefulSets
  • By delegating pod creation, storage allocation, and rolling upgrades to Kubernetes, DxOperator v2 simplifies internal logic while benefiting from native Kubernetes reliability and lifecycle management

DH2i’s DxEnterprise v26.0 and DxOperator v2 are now generally available

2026 Predictions From DH2i

Posted in Commentary with tags on December 7, 2025 by itnerd

Today I have Don Boxley, CEO and Co-Founder of DH2i speaking about his three top 2026 Predictions. They are as follows:

Prediction 1: AI Outages Become the New “Ransomware Moment” 

“In 2026, the biggest wake-up call for enterprises will be unexpected AI outages. As more organizations rely on AI systems for customer service, fraud detection, claims processing, supply chain routing, and decision automation, even a few minutes of downtime will create real-world business disruption. We’re moving into an era where AI is fully embedded into workflows, which means the databases, pipelines, and connections behind those AI systems must be architected for continuous availability. The companies that treat AI like a traditional app are going to run into the same wall we saw with ransomware years ago: you don’t realize how fragile the architecture is until it breaks.

What I’m seeing going into 2026 is a shift from ‘How do we deploy AI?’ to ‘How do we keep AI running, resilient, and trustworthy every second?’ The winners will be the companies that build durable foundations – resilient failover, airtight DR strategies, and secure, persistent connections between every environment where the data and compute live. AI will only be as reliable as the infrastructure supporting it. Businesses have to treat availability and security as non-negotiable if they want AI to successfully transform outcomes.”

Prediction 2: Multi-Cloud Fragmentation Becomes a Crisis

“Whether they planned it or not… by 2026, nearly every enterprise will be operating in a patchwork of public cloud, private cloud, containers, and edge environments. When apps need to talk to each other securely, or when data must move quickly and reliably to support analytics and AI, that fragmentation will become a real liability. Teams are already discovering that traditional networking and legacy failover approaches simply don’t work at multi-cloud scale. The complexity isn’t slowing down – so the resiliency architecture and network connectivity has to evolve to match the world we’re deploying into.

What I expect to see in 2026 is a massive shift toward secure, lightweight, point-to-point connectivity models built on zero-trust principles. Companies need a way to ensure constant uptime, fast recovery, and secure movement of data across clouds without wrestling with brittle tunnels or static network overlays. High availability isn’t just about servers anymore – it’s about the entire distributed fabric staying resilient. Businesses will choose solutions that let them seamlessly failover across clouds, maintain jurisdictional control, and securely reach any resource from anywhere. That’s the only way to operate confidently in a multi-cloud world.”

Prediction 3: Disaster Recovery Moves From “Backup Plan” to “Active Architecture” 

“For years, disaster recovery has been the fire extinguisher in the hallway – something everyone pays for but hopes they’ll never have to touch. That thinking won’t make it through 2026. Regulators are tightening the screws in finance, healthcare, and government. Cloud regions are going dark without warning. Geopolitical tensions and climate disasters are taking entire data centers offline. The idea that a single cloud or region can keep you safe is becoming a dangerous illusion. Disruption isn’t the exception anymore. It’s the operating environment.

The companies that don’t get caught flat-footed will treat resilience as a living, breathing part of their architecture – not an afterthought. Cross-region and cross-cloud failover will shift from “nice to have” to the only sane way to run a business. And whether critical apps come back online fast enough will depend on secure, low-latency connections that don’t crumble under pressure. In 2026, resilience becomes a board-level concern. The organizations that invest in it now will be the ones still delivering uninterrupted services when everyone else is scrambling to recover.”

DH2i to Showcase Expertise in SQL Server 2025, AI, and Container Modernization at PASS Data Community Summit 2025

Posted in Commentary with tags on November 12, 2025 by itnerd

 DH2i today announced DH2i CTO OJ Ngo will join with Microsoft Principal Product Manager Amit Khandelwal to present a series of sessions on: SQL Server modernization; building highly available, production AI apps with Azure AI and Microsoft SQL Server 2025; and achieving SQL Server scalability and cost-efficiency with containers in the cloud at the upcoming PASS Data Community Summit 2025, taking place November 17-21. 

In addition, DH2i and some of its technology partners will also feature a diverse array of demos at booth #204 during the event. Topics include: 

  1. How to unlock clustering/failover flexibility for SQL Server 2025 Availability Groups
  2. Migrating on-prem SQL Server workloads to Elastic Kubernetes Service
  3. Clustering Windows and Linux SQL Server together
  4. Mixed Kubernetes cloud AG deployments containing AKS, EKS, & GKE
  5. Setting up DR frameworks between on-prem, Azure, and EC2

Details on the joint DH2i and Microsoft expert-led sessions are as follows: 

Session Title: 

How to Migrate SQL Server Workloads to Red Hat OpenShift with DxEnterprise

When & Where: 

November 19, 10:15 AM-10:45 AM, Room 442

Session Abstract: 

As organizations seek to modernize their infrastructure and improve SQL Server scalability, many are turning to containerization and orchestration platforms like Red Hat OpenShift. Migrating existing SQL Server workloads to these new environments can be complex and daunting, especially when the task at-hand involves migrating cross-platform from Windows to Linux for the first time. 

In this step-by-step demonstration, we’ll show you how you can deploy a secure, cross-platform SQL Server Availability Group (AG) that seamlessly spans from an on-premises Windows Server node to a newly created OpenShift cluster in Azure. We’ll automate the deployment of this unique AG using DxEnterprise’s SQL Server Operator for Kubernetes, and be sure to demonstrate: 

  • AG customization – The ability to control # of replicas, async or sync replication, etc. 
  • The speedy workload migration from Windows to OpenShift using AG  
  • Fully automatic, database-level HA for the new OpenShift workload with DxEnterprise 

If your organization has any SQL Server modernization ambitions at all and is eyeing OpenShift as a potential hub for virtualization and container orchestration, make this session a priority. You’ll leave with an actionable understanding of an easy, secure, and highly available approach to OpenShift migration.

Session Title: 

How to Build a Secure & Resilient Data Estate for SQL Server-Backed AI Apps

When & Where: 

November 20, 10:15 AM-11:15 AM, Rooms 347-348

Session Abstract: 

The impending release of SQL Server 2025 and its support for vector databases unlocks a brand-new pathway into the ‘Age of AI’ for organizations across countless verticals. In the same way, it provides a robust and reliable database alternative for organizations that have already endeavored into the creation of their own AI applications. Regardless of the chosen technology, only AI databases architected with a keen focus on scalability, security, and resilience will meet the dynamic needs of modern enterprises. 

Join this demo-centric presentation to be shown step-by-step how your organization can leverage Azure AI, Microsoft SQL Server 2025, and DH2i to build a comprehensive solution for deploying enterprise AI at scale. We’ll show you how you can use a SQL Server Operator to automate the deployment of an Availability Group in Kubernetes, providing an optimally scalable, secure, and highly available database backbone for your AI applications. Additionally, we’ll demonstrate fully automatic failover of an AI workload between Kubernetes replicas—a non-negotiable capability for achieving maximum resiliency. 

Attendees will leave with a full, actionable framework for building highly available, production AI apps with Azure AI, Microsoft SQL Server 2025, and DH2i.

Session Title: 

How to Provision a SQL Server Availability Group Cluster in AKS/EKS

When & Where:

November 21, 11:30 AM-12:30 PM, Rooms 347-348

Session Abstract: 

The path to true high availability for critical SQL Server workloads in the cloud has never been for the faint of heart. For organizations pursuing further modernization by deploying containers in the cloud, the complexity is dialed up even further. Until now…

Join this presentation for a step-by-step demonstration showing you two different approaches your organization can employ to drastically simplify the deployment of secure and highly available SQL Server containers in the cloud:

  • Approach 1: Use a DxEnterprise Helm chart and StatefulSets to deploy a 3-replica AG in AKS/EKS.
  • Approach 2: Use DxEnterprise’s SQL Server Operator to automate the deployment of a customized Availability Group (AG) containing three replicas in AKS/EKS.

Both approaches to SQL Server container deployment in EKS/AKS are executable in minutes, and they integrate powerful proprietary benefits like:

  • SQL Server sidecar containers to avoid custom image/support headaches
  • Fully automatic failover for SQL Server Availability Groups in Kubernetes
  • Zero trust network access tunnels to securely connect any replica, anywhere

A clear path has been paved to peak SQL Server scalability and cost-efficiency with containers in the cloud. Join this session to see how you can get there without sacrificing network security and high availability.

About the Speakers: 

OJ Ngo, CTO, DH2i 

With over two decades of experience in IT, Thanh “OJ” Ngo is a seasoned technologist and inventor dedicated to streamlining processes and finding creative solutions to everyday technical problems. As co-founder and principal architect of DH2i Company’s core technology, OJ brings his unique blend of technical expertise and innovative thinking to the development of groundbreaking solutions that transform the way organizations approach IT challenges.

Amit Khandelwal, Principal Product Manager at Microsoft

Amit Khandelwal is a Principal Product Manager at Microsoft with over 15 years of experience. He has played a key role in the development of SQL Server on Linux, contributing significantly to Microsoft’s cross-platform solutions. Currently, he oversees SQL Server on Linux and containers. With over a decade of database experience, he has designed SQL Server-based data platforms for Tier 1 customers across diverse business segments.

DH2i Launches Hands-On Tutorial for Building a Test Lab for SQL Server 2025 on Kubernetes Using Minikube

Posted in Commentary with tags on October 29, 2025 by itnerd

 DH2i today announced the release of a new hands-on tutorial titled, “Build a Test Lab for SQL Server 2025 on Kubernetes Using Minikube” that provides developers, database professionals, and other IT professionals with a practical, self-paced tool for experimenting, testing, and learning about Kubernetes and DH2i’s DxOperator technology.

In DH2i’s new tutorial, minikube serves as the foundation for building a personal, hands-on Kubernetes lab environment – right on the user’s own personal laptop, and in doing so, it provides:

 Accessible learning environment:

  • Users can explore Kubernetes concepts without needing access to a corporate or cloud cluster
  • It spins up a single-node Kubernetes cluster locally, so users can experiment freely without risking production systems

 Skills development & other practical applications:

  • Users naturally gain familiarity with Kubernetes fundamentals as they create clusters, deploy containers, and execute kubectl commands
  • These same skills are also directly applicable when managing enterprise-scale clusters on platforms like Amazon EKS and Azure Kubernetes Service

Tutorial Resources:

Video: https://dh2i.com/deploy-sql-server-ag-dxoperator-minikube/

Blog: https://dh2i.com/blog/build-sql-server-kubernetes-test-lab-minikube/

DH2i Achieves Dual Red Hat Certifications for SQL Server High Availability Across RHEL 9.6 and OpenShift

Posted in Commentary with tags on October 28, 2025 by itnerd

 DH2i today announced two major Red Hat certifications that solidify its position as the gold standard for SQL Server high availability across hybrid infrastructure.

DxEnterprise Certified for Red Hat Enterprise Linux (RHEL) 9.6

DH2i’s flagship high availability (HA) platform DxEnterprise® is now officially certified for Red Hat Enterprise Linux (RHEL) 9.6, enabling organizations to deploy and cluster SQL Server across bare metal and virtual machines (VMs) with Red Hat-validated confidence.

With this certification, now visible in the Red Hat Ecosystem Catalog, organizations gain:

  • Certified HA automation across physical and virtual environments

Fully automatic failover, intelligent load balancing, and integrated monitoring

  • Built-in Zero Trust Network Access (ZTNA) with Software-Defined Perimeter (SDP) tunneling

Eliminates the need for VPNs and locks down workloads at the application level

  • Freedom to mix SQL Server versions and OS platforms

Cluster Windows and RHEL-based SQL Server instances under one HA framework

DxOperator Now Certified for Red Hat OpenShift

DH2i’s DxOperator, its SQL Server operator bundled with DxEnterprise and preferred by Microsoft for Kubernetes deployments, is now officially certified for Red Hat OpenShift. You can find it in the Red Hat Ecosystem Catalog here.

This certification enables customers to:

  • Streamline SQL Server container deployment on OpenShift within DxEnterprise’s HA framework

Including fully automated failover for SQL Server Availability Groups in OpenShift, a capability no other high availability solution delivers

  • Deploy SQL Server containers in a sidecar configuration (one container image for DxEnterprise, and a separate container image for SQL Server within the same pod) No custom image support headaches to deal with
  • Stretch SQL Server OpenShift clusters across clouds, regions, and sites using secure SDP tunnels

Unified HA Across Bare Metal, VMs, and Containers

With DxEnterprise certified for RHEL 9.6 and DxOperator certified for OpenShift, DH2i unlocks the unparalleled ability to mix and match instances, containers, platforms, and infrastructure for organizations.

In other words, Red Hat users leveraging DH2i’s technology can cluster RHEL 9.6 nodes alongside SQL Server containers in OpenShift – all within a single unified HA framework managed from one control plane.

Quick Start Resources

DH2i Brings Mission-Critical HA Capability to the Table for SQL Server 2025-Backed AI Applications

Posted in Commentary with tags on September 16, 2025 by itnerd

 DH2i® recently announced the upcoming release of its flagship DxEnterprise software’s full readiness for public preview release of Microsoft SQL Server 2025. Designed with today’s and the future’s AI-driven, dynamic businesses in mind, this update gives both customers and channel partners the power to tackle next-gen workloads with unmatched flexibility, reliability, and ease.

With this release, DxEnterprise not only continues its tradition of seamless high availability and disaster recovery (HA/DR) across Windows, Linux, and Kubernetes, but also delivers full readiness for public preview release of SQL Server 2025 including advanced AI and scalability features. This includes maintaining high availability for databases support embeddings and function as vector stores. This ideally positions DH2i channel partners to guide customers through modernization initiatives, deploy end-to-end resilient infrastructures, and elevate their standing as strategic advisors offering the most innovative data management solutions available.

With DxEnterprise’s support for the public preview release of SQL Server 2025, enterprise end customers can now confidently build and run AI apps in development environments across any mix of infrastructure, including on-prem, cloud, hybrid, and Kubernetes environments. Once SQL Server 2025 is GA, customers will be able to take this capability straight to their mission-critical production environments. This release removes longstanding roadblocks related to deploying SQL Server Availability Groups (AGs) in containers, maintaining HA for vector databases, and scaling securely with the latest platform innovations. It enables organizations to embrace modern workloads like Retrieval Augmented Generation (RAG) and operational AI with the assurance of continuous uptime, simplified failover, and seamless integration with their existing HA/DR strategies. In short, enterprises can now modernize faster, innovate more freely, and meet aggressive AI and digital transformation goals, while maintaining the rock-solid reliability their businesses demand.

Key updates include:

  • SQL Server 2025 Ready – Ensures compatibility with the AI-ready, mission-critical RDBMS reimagined for the cloud and fabric era
  • Vector Database HA Support – Unlocks reliable deployment of AI applications with embedded semantic search, vector indexes, and RAG pipelines
  • DH2i DxOperator Enhancements – One of the most efficient Kubernetes-native SQL Server Availability Group deployment methods – now fully aligned with SQL Server 2025’s peak performance ambitions
  • AG HA for Kubernetes – This solution provides fully automated failover for SQL Server AGs on Kubernetes

With AI workloads becoming the new norm and the push toward containerization and hybrid infrastructure accelerating, DxEnterprise’s new capabilities will empower organizations to not only keep up, but lead.

DH2i Brings Mission-Critical HA Capability to the Table for SQL Server 2025-Backed AI Applications

Posted in Commentary with tags on September 10, 2025 by itnerd

 DH2i recently announced the upcoming release of its flagship DxEnterprise software’s full readiness for public preview release of Microsoft SQL Server 2025. Designed with today’s and the future’s AI-driven, dynamic businesses in mind, this update gives both customers and channel partners the power to tackle next-gen workloads with unmatched flexibility, reliability, and ease.

With this release, DxEnterprise not only continues its tradition of seamless high availability and disaster recovery (HA/DR) across Windows, Linux, and Kubernetes, but also delivers full readiness for public preview release of SQL Server 2025 including advanced AI and scalability features. This includes maintaining high availability for databases support embeddings and function as vector stores. This ideally positions DH2i channel partners to guide customers through modernization initiatives, deploy end-to-end resilient infrastructures, and elevate their standing as strategic advisors offering the most innovative data management solutions available.

With DxEnterprise’s support for the public preview release of SQL Server 2025, enterprise end customers can now confidently build and run AI apps in development environments across any mix of infrastructure, including on-prem, cloud, hybrid, and Kubernetes environments. Once SQL Server 2025 is GA, customers will be able to take this capability straight to their mission-critical production environments. This release removes longstanding roadblocks related to deploying SQL Server Availability Groups (AGs) in containers, maintaining HA for vector databases, and scaling securely with the latest platform innovations. It enables organizations to embrace modern workloads like Retrieval Augmented Generation (RAG) and operational AI with the assurance of continuous uptime, simplified failover, and seamless integration with their existing HA/DR strategies. In short, enterprises can now modernize faster, innovate more freely, and meet aggressive AI and digital transformation goals, while maintaining the rock-solid reliability their businesses demand.

Key updates include:

  • SQL Server 2025 Ready – Ensures compatibility with the AI-ready, mission-critical RDBMS reimagined for the cloud and fabric era
  • Vector Database HA Support – Unlocks reliable deployment of AI applications with embedded semantic search, vector indexes, and RAG pipelines
  • DH2i DxOperator Enhancements – One of the most efficient Kubernetes-native SQL Server Availability Group deployment methods – now fully aligned with SQL Server 2025’s peak performance ambitions
  • AG HA for Kubernetes – This solution provides fully automated failover for SQL Server AGs on Kubernetes

With AI workloads becoming the new norm and the push toward containerization and hybrid infrastructure accelerating, DxEnterprise’s new capabilities will empower organizations to not only keep up, but lead.