Introduction If you’ve ever worked with Kafka, you know the problem: data grows fast. Every click, impression, or event adds up, and before you know it, your Kafka broker’s disks are full. Disk is not very cheap on AWS, and storing everything on expensive broker storage is costly, and scaling up to handle growth feels […]
The Problem With ‘Flip the Switch’ We’ve all been there: the new version is ready, the tests are passing in the staging environment, everybody is reasonably confident, and you deploy – only to find out that in a matter of minutes, the error rates are through the roof. Suddenly, you’re in the process of an […]
INTRODUCTION Remember the old morning routine? Grab coffee, open the laptop, and then…the waiting game. Staring at that little icon, praying the corporate VPN would finally connect. If you’re still living that life, we need to talk. The world in which we work has undergone significant changes. We’re at home, in cafes, on the road. […]
Recently we realized something. Some companies just move differently, when they figure out this whole DevOps automation thing before everyone else did. As, one of our clients just pushed their fourth feature update this week. Fourth! And we’re thinking… their main competitor is still stuck planning some big quarterly release that probably won’t happen on […]
When I first set up CloudFront, I just wanted it to work. I clicked through the wizard, pointed it at an S3 bucket, and called it a day. It worked—until the bill showed up. That’s when I realized CloudFront is one of those services where the defaults aren’t your friend. If you’ve been running CloudFront […]
In modern software development, code quality assurance is no longer optional — it’s a foundational requirement. Delivery teams usually want three things when it comes to code quality: Consistency – rules should apply equally across all services. Governance – changes to quality standards must be visible and auditable. Zero manual toil – automation should handle checks, […]
Introduction In modern cloud engineering projects, speed and quality often clash. Teams want to ship features fast, but rushed reviews, inconsistent coding standards, and manual bottlenecks slow progress. That’s where CodeRabbit, an AI-driven code review tool, makes a difference. By automating repetitive review tasks and providing intelligent feedback, CodeRabbit helps engineers focus on higher-value work […]
Multi-Account Governance in AWS: Beyond Organizations and SCPs Introduction If you’ve worked with AWS for a while, you already know this story: things usually start with one account. Life is simple. Then teams grow, projects multiply, compliance knocks at the door—and suddenly you’re staring at dozens (or even hundreds) of AWS accounts. That’s when governance […]
Every modern application today has one thing in common: it relies on speed. Users don’t wait around, systems can’t tolerate bottlenecks, and a couple hundred milliseconds can make the difference between a smooth experience and an abandoned page. And at the center of that performance equation, more often than not, is an in-memory data store. […]
