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How to Analyze AWS Account Details and Find Hidden Cloud Cost Savings If your AWS bill keeps climbing but you’re not sure exactly where the money is going, you’re not alone. Most engineering and DevOps teams are sitting on hundreds or even thousands of dollars in monthly waste — idle EC2 instances, forgotten snapshots, oversized RDS databases — and they don’t realize it until someone finally digs in. This guide is for cloud architects, DevOps engineers, and anyone responsible for AWS cost management who wants to stop guessing and start making smart, data-backed decisions about cloud spending. Here’s what we’ll walk through together: Getting real visibility into your AWS account — breaking down your account structure and setting up the right AWS cost management tools so you can actually see where every dollar goes Spotting underutilized AWS resources — the ones quietly draining your budget every month without delivering any real value Building smar...

Beyond Traditional Pentesting: Continuous AWS Security Testing with Continuum Annual penetration tests made sense when infrastructure changed slowly. In AWS environments, that’s just not the reality anymore. Resources spin up and down daily, configurations drift, and new vulnerabilities surface faster than most security teams can track. A point-in-time assessment gives you a snapshot — but snapshots go stale fast. This guide is for cloud security engineers, DevSecOps teams, and security leaders who are responsible for keeping AWS environments locked down without slowing development to a crawl. Here’s what we’ll cover: Why traditional AWS penetration testing leaves dangerous gaps between assessments and what continuous AWS security testing actually fixes What Continuum does differently — specifically how its cloud security automation and AWS red team testing capabilities go beyond what legacy tools offer Who gets the most value from shifting to automated clou...

Amazon EBS on EKS: From PVCs to Persistent Storage Running stateful apps on Kubernetes means you need storage that sticks around — even when pods restart or reschedule. That’s exactly where Amazon EBS on EKS comes in, giving your workloads reliable, block-level storage that Kubernetes can manage dynamically. This guide is for DevOps engineers, platform teams, and Kubernetes practitioners who are wiring up production-grade storage on AWS and want to get it right the first time. Here’s what we’ll walk through: Setting up the EBS CSI driver so Kubernetes can actually talk to Amazon EBS and handle dynamic provisioning Designing storage classes and managing Persistent Volume Claims on EKS so your apps get the right storage, sized and configured correctly Protecting your EBS data with backup and recovery strategies built for Kubernetes environments No fluff — just the practical stuff you need to get EKS persistent volume management working cleanly in real work...

Stop Paying for AWS Resources You’re Not Using Cloud bills have a way of quietly growing while no one’s watching. One month you’re running a lean setup, and three months later you’re staring at charges for EC2 instances that haven’t served traffic in weeks, S3 buckets holding forgotten data, and load balancers attached to nothing. Sound familiar? This guide is for DevOps engineers, cloud architects, and finance-aware engineering leads who want to take back control of their AWS spending — without guessing where the money is going. Here’s what we’ll walk through together: What makes a solid AWS cost optimization dashboard — the specific metrics worth tracking versus the noise you can ignore How idle resource detection actually works in AWS — so you can spot unused resources before they silently drain your budget month after month Real strategies to reduce AWS spending after you’ve found the problem — not generic advice, but actio...

Build a Smarter Product Matching System with Amazon Bedrock and S3 Vectors If you’ve ever searched for a product online and gotten results that had nothing to do with what you wanted, you already know why AI product matching systems matter. Rule-based search breaks down fast when customers use natural language, misspell things, or search by concept rather than exact keywords. That’s the problem this guide helps you solve. This tutorial is for backend developers, ML engineers, and AWS practitioners who want to build a semantic product search pipeline that actually understands what users are looking for, not just what they typed. Here’s what we’ll walk through together: How Amazon Bedrock embeddings work and why they’re a practical starting point for generating vector representations of your product catalog How S3 Vectors indexing stores and organizes those embeddings so you can run fast, scalable similarity searches without managing a separate vecto...

Build a Secure AWS VPC Two-Tier Architecture with SSH ProxyJump If you’ve ever spun up an EC2 instance and just… left port 22 open to the world, you’re not alone — but there’s a better way. This AWS VPC networking tutorial is for cloud engineers, DevOps practitioners, and developers who want to stop cutting corners on network security and start building infrastructure that can actually survive a production environment. Here’s what we’ll walk through together: How a two-tier architecture works and why splitting your resources into public and private subnets dramatically reduces your attack surface Setting up a secure VPC from scratch , launching EC2 instances in the right tiers, and locking down your AWS security groups so nothing gets in that shouldn’t Configuring SSH ProxyJump to reach your private subnet EC2 instances cleanly through a bastion host — no messy workarounds, no storing keys on jump servers By the end, you’ll have...