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Carolyn Weitz

Carolyn began her cloud career at a fast-growing SaaS company, where she led the migration from on-prem infrastructure to a fully containerized, cloud-native architecture using Kubernetes.
Since then, she has worked with a range of companies from early-stage startups to global enterprises helping them implement best practices in cloud operations, infrastructure automation, and container orchestration. Her technical expertise spans across AWS, Azure, and GCP, with a focus on building scalable IaaS environments and streamlining CI/CD pipelines.
Carolyn is also a frequent contributor to cloud-native open-source communities and enjoys mentoring aspiring engineers in the Kubernetes ecosystem.

How to Set Up Load Balancer with End-to-End Encryption

As a system developer, you want an encrypted load balancer setup that protects data across two distinct encrypted hops. Not just that, you also want to preserve observability and policy controls at the load balancer. End-to-end encrypted load balancer setup means the client connects to your load balancer over HTTPS, then the load balancer connects to […]

Compute-as-a-Service Explained: How to Choose the Right Provider?

In 2026, Compute-as-a-Service has matured from buzzword to a practical way to buy compute capacity tied to business outcomes. Yet buyers still face acronym confusion, uneven hardware access and pricing models that obscure true cost. As a result, a sound decision starts with the workload you run, not the logo you recognize. This guide turns […]

Cloud Compute Pricing in India: Comparing AWS, Azure, AceCloud & More

When it comes to enterprise cloud adoption, “compute pricing” is the first thing CXOs enquire. And it makes complete sense. Cloud compute costs directly shape how businesses plan their workloads, optimize infrastructure and scale operations without overspending. Affordable virtual machines are no longer just a preference; they are a necessity for sustaining growth in competitive […]

Cloud Storage Pricing Breakdown: Cold vs Hot Storage for Enterprises

Most orgs today are shifting more workloads off-prem. In 2024, 55% of enterprise IT workloads were already hosted off-prem, up from 42% in 2020. Given the trend, understanding where cloud storage budget goes keeps you from surprising bills and aligns performance with measurable business outcomes across workloads and lifecycles. This article helps balance cloud storage […]

What is Kubernetes Autoscaling? HPA, VPA & Cluster Autoscaler, Benefits & Use Cases

Quick Answer Kubernetes autoscaling works across three layers. HPA increases or decreases Pod replicas as demand changes, VPA recommends or adjusts CPU and memory requests per Pod, and Cluster Autoscaler adds or removes worker nodes when workload placement requires it. Use HPA for changing demand, VPA for Pod rightsizing and Cluster Autoscaler for node capacity. […]

What is Terraform? Uses, Architecture & How It Works

Terraform, developed by Hashicorp, is the most popular Infrastructure-as-Code (IaC) tool that helps businesses define, provision and manage infrastructure automatically.  It allows organizations to replace manual cloud provisioning with simple configuration files that deliver predictable, repeatable and scalable results.  Whether you manage AWS workloads, hybrid environments or Kubernetes clusters, Terraform enables speed, consistency and cost […]

The Rise of Open-Source Cloud: Why More Enterprises Are Leaving Hyperscalers

What if the hyperscalers that sped you up yesterday are slowing you down today? As workloads mature, data moves frequently and bills grow in ways discounts rarely fix. Not just that, the latency targets slip, compliance tightens and shared infrastructure introduces problems you cannot predict. Who are Hyperscalers? They are very large cloud providers (GCP, AWS […]

From Concept to Production: 5 Steps to Enterprise-Ready Cloud Infrastructure

Enterprise cloud infrastructure decides whether your AI ideas become shipped products or stalled pilots. Without the right foundation, strong models struggle to reach users. If your team waits weeks for environments, you lose momentum and market share. Therefore, in an AI-driven market, speed is survival. Why Enterprise Cloud Infrastructure Decides Who Wins? You need reliable […]

What is IaaS – A Deep Dive into Infrastructure-as-a-Service in 2026

Cloud infrastructure has become a strategic business choice. In 2026, it determines how quickly teams launch products, scale workloads, support AI, manage costs, and stay compliant. This is where Infrastructure-as-a-Service (IaaS) matters. IaaS is a cloud computing model that provides on-demand access to core infrastructure such as compute resources, cloud storage, networking and virtualization over the internet. […]