category
Cloud
- #114 8 min
What is Koreo?
The platform engineering toolkit for Kubernetes Last month we open sourced Koreo, our “platform engineering toolkit for Kubernetes.” Since then, we’ve seen a lot of interest from folks in the platform engineering and DevOps space. We’ve also gotten a lot of questions from people trying to better understand how Koreo fits into an already crowded landscape of Kubernetes tools. Koreo is a fairly complex tool, so it can be difficult to quickly grasp just what exactly it is_,_ what problems it’s designed to solve, and how it compares to other, similar tools. In this post, I want to dive into these topics and also discuss the original motivation behind Koreo.
- #113 5 min
Controller-Driven Infrastructure as Code
Harnessing the Kubernetes Resource Model for modern infrastructure management Infrastructure as Code (IaC) revolutionized how we manage infrastructure, enabling developers to define resources declaratively and automate their deployment. However, tools like Terraform and CloudFormation, despite their declarative configuration, rely on an operation-centric model, where resources are created or updated through one-shot commands. The evolution of IaC: From operations to controllers In contrast, Kubernetes introduced a new paradigm with its controller pattern and the Kubernetes Resource Model (KRM). This resource-centric approach to APIs redefines infrastructure management by focusing on desired state rather than discrete operations. Kubernetes controllers continuously monitor resources, ensuring they conform to their declarative configurations by performing actions to move the actual state closer to the desired state, much like a human operator would. This is known as a control loop.
- #110 20 min
Automating Infrastructure as Code with Vertex AI
A lot of companies are trying to figure out how AI can be used to improve their business. Most of them are struggling to not just implement AI, but to even find use cases that aren’t contrived and actually add value to their customers. We recently discovered a compelling use case for AI integration in our Konfigurate platform, and we found that implementing generative AI doesn’t require a great deal of complexity. I’m going to walk you through what we learned about integrating an AI assistant into our production system. There’s a ton of noise out there about what you “need” to integrate AI into your product. The good news? You don’t need much. The bad news? It took too much time sifting through nonsense to find what actually helps deliver value with AI.
- #109 20 min
Understanding Konfig’s Opinionation
In my last post, I talked about the benefits of an opinionated platform. An opinionated platform allows your engineers to focus on things that matter to your business, such as shipping and improving customer-facing products and services. This is in contrast to engineers spending substantial time on non-differentiating work like platform infrastructure. Rather than infrastructure architecture, developers can focus more on the product architecture. Konfig is an opinionated platform which provides two key value drivers: 1) reducing the investment and total cost of ownership needed to have an enterprise cloud platform and 2) minimizing the time to deliver new software products.
- #108 7 min
No assembly required: the benefits of an opinionated platform
When you talk to a doctor about a medical issue they will often present you with all of the options but shy away from providing an unambiguous recommendation. When you talk to a lawyer about a legal matter they frequently do the same. While it’s important to understand your options and their trade-offs or associated risks, when you go to these specialists you are likely seeking the counsel of an experienced and knowledgeable expert in their field who can help you make an informed decision. What most people are probably looking for is the answer to “what would you, someone who knows a lot about this stuff, do if you were in this situation?” After all, many of us are probably capable of finding the options ourselves, but the difficult part is determining what the right course of action is for a particular situation.