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AI workloads can provide significant business value, but AWS costs can quickly increase as companies scale their models, data, storage, and computing resources. For startups and growing businesses, th... read more

Have you ever looked at your AWS bill and thought: “We’re not really using more than before. So why is the bill higher?” I’ve always found this interesting because a workload can look pretty stable... read more

As businesses grow, handling customer support through only human agents can become challenging, especially when the volume of repetitive queries keeps increasing. Generative AI on AWS can help automa... read more

It feels like more teams are choosing ECS, EKS, or Fargate for new AWS projects. But are containers really replacing running applications directly on EC2? Containers can make deployment and scaling e... read more

AI is becoming more practical for e-commerce, especially for customer support, product search, recommendations, and shopping assistants. For example, an e-commerce business could use AI on AWS to hel... read more

As customer call volumes increase, businesses need an efficient way to manage incoming calls and connect customers with the right teams. A well-designed IVR system can help streamline call routing, re... read more

A website can perform perfectly under normal traffic but struggle when there’s a sudden increase in visitors from a campaign, product launch, viral post, or seasonal event. What approaches do you use... read more

Some infrastructure problems don't show up until an application starts growing. An application can run smoothly for a long time. Then traffic increases, more users come in, datasets get larger, and p... read more

As businesses scale their applications and infrastructure, cloud costs can increase quickly due to unused resources, over-provisioning, storage, data transfer, and inefficient configurations. For tea... read more

Having monitoring in place doesn’t always mean teams catch the issues that matter. Alert noise, rigid thresholds, unclear ownership, and multiple alerts firing from the same underlying issue can make... read more

Security can sometimes end up being the last thing teams think about before a deployment goes live. The problem is that by that point, infrastructure and application changes are already in place. If... read more

I’m curious to hear how others manage AWS costs as their infrastructure grows. What have you found to be the biggest causes of unexpected AWS bills? For example, unused EC2 instances, oversized resou... read more

Growing your cloud environment usually means more workloads, more services, and more people working across the infrastructure. That growth is good but it can also make security harder to manage. Per... read more

Ever looked at an AWS bill and wondered, “Why did EC2 cost this much?” It may not be the number of instances. Sometimes, it’s what those instances are doing or not doing. A few things worth checking... read more

Businesses are moving to cloud contact centers because traditional systems can be costly, complex, and difficult to scale. A Cloud Contact Center Solution gives teams more flexibility to manage custom... read more

A migration can have a solid AWS architecture, a clear timeline, and a well-defined budget — yet still run into problems before migration day. For those who’ve worked on AWS migrations: What’s one t... read more

An increase in AWS spending doesn’t always mean there’s unnecessary spend. Traffic may have increased, a new workload may have been added, or a temporary resource may have simply been running longer t... read more

As cloud-native applications continue to evolve, DevOps pipelines have become more intelligent, automated, and security-focused. In 2026, a modern DevOps pipeline is no longer just about building and... read more

Hi everyone, We are a Cloud DevOps team working on improving cloud infrastructure, automation, CI/CD, and deployment workflows for modern applications. I wanted to start a discussion with the commun... read more

Problem: Unstable pipelines slow down deployments and cause rollbacks. Solution: Add automated testing in every stageUse environment-based deployments (dev/stage/prod)Enable pipeline monitoring &amp... read more