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Reflecting on one of the biggest incidents in our history

We have to come clean. During KubeCon, we experienced an incident that we weren’t ready to discuss until now. This incident caused quite a disruption and, had it been left unresolved, would have had a massive snowball effect. At the time, we didn’t want to raise any alarms, so we kept it quiet while our team rallied to resolve it. And to be honest, most folks probably didn’t even realize that it happened since we moved so quickly.

Why Unit Economics Are The Key To Unlocking Forecasting

In SaaS companies, engineers are the biggest influencers to cloud costs. They choose the infrastructure, build the products, and produce the code. Unfortunately, having this power means engineering managers are often asked to predict cloud spend months or even years into the future. An executive or a head of finance might approach the engineering head and ask how much the company will spend on cloud costs next year, thinking he or she should naturally have the answer.

Hyper-V Best Practices

Virtualization has become an essential component of modern IT infrastructure, enabling organizations to optimize their resources, improve efficiency, and reduce costs. Microsoft Hyper-V, a popular virtualization technology, allows for the creation and management of virtual machines (VMs) on a physical server. It enables multiple operating systems to run simultaneously on the same hardware, providing both flexibility and scalability.

Accelerating the adoption of AI in banking with MLOps

There is rapid adoption of artificial intelligence (AI) and machine learning (ML) in the finance sector. AI in banking is reshaping client experiences, including communication with financial service providers (for example, chat bots). Banks are exploring ways to use AI/ML to handle the high volume of loan applications and to improve their underwriting process.

Cloud Capacity Planning Is a Hit-or-Miss Exercise That Mostly Misses

The goal of capacity planning is to match resources with demand. There are essentially three outcomes from this analysis. You can underestimate the resources you need (underprovision), which can hurt performance. You can overestimate (overprovision), which adds unnecessary costs. Or you can get it just right (rightsized). And, of course, you want to be rightsized at the lowest possible cost. Because many factors go into cloud capacity planning, it can feel like more of an art than a science.

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Scaling Site Reliability Engineering Teams the Right Way

Most SRE teams eventually reach a point in their existence where they appear unable to meet all the demands placed upon them. This is when these teams may need to scale. However, it's important to understand that increasing team capacity is not the same as increasing the number of people on the team. Let's unpack what scaling a team is all about, what are the indicators, what are steps you can take, and how you know if you're done.

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What is Platform Engineering and Why Does It Matter?

In the era of cloud-native development, as businesses rely on a growing number of software tools to enable agile application delivery, platform engineering has emerged as a crucial discipline for building the technology platforms that drive DevOps efficiency. In this blog post, we explain the growing importance of platform engineering in high-performance DevOps organizations and how platform teams enable DevOps efficiency, agility, and productivity.

How to prove your SDLC is being followed for compliance with medical standards like IEC 62304

If you’re part of a software engineering team in digital health, medtech, medical devices, Software as a Medical Device (SaMD), etc. you have to comply with regulatory standards. And one of the biggest challenges engineering leads have in this sector is figuring out what they have to do to achieve software delivery compliance.

Static credential management for platform engineers

Cloud CI/CD is a force multiplier for development teams, especially those working remotely. Automated CI/CD takes load off of developers, allowing them to focus on building better products. Hosted CI/CD adds further benefit to this, ensuring that this newfound capacity isn’t spent managing the testing and deployment infrastructure, and that remote team members have easy access to CI/CD tools.