DevOps

This is Part 3 of a series on modern development workflows. Part 1: The Strategic Value of Thinking in Notebooks and Part 2: The Technical Guide to Jupyter Setup set the stage. Now, let’s look at actual code. In the previous parts, we discussed why Jupyter is a “thinking environment.” In this final part, we’ll walk through four concrete scenarios where a notebook outperforms a traditional IDE for a senior engineer. 1. API Archaeology: Mapping the Unknown When you’re dealing with a complex API, you don’t want to build a full client just to see what the data looks like. ...

This is Part 2 of a three-part series. In Part 1: The Strategic Value of Thinking in Notebooks, we discussed why and when to use Jupyter. Here, we dive into the technical implementation. Part 3: Real-World Code Examples covers practical use cases. The Modern Jupyter Stack For a software engineer, the “standard” way of installing Jupyter (global pip install) is often the wrong way. It leads to dependency hell and “it works on my machine” syndrome. ...

Container orchestration has revolutionized the way we deploy, manage, and scale applications. Kubernetes, the de facto standard for container orchestration, provides powerful capabilities out-of-the-box. However, as your applications grow in complexity, so do your orchestration needs. This is where advanced techniques come into play, pushing the boundaries of what Kubernetes can do. In this post, we will explore custom resource definitions (CRDs), service meshes like Istio, Kubernetes Operators, advanced scheduling techniques, and best practices for securing your Kubernetes clusters. ...

In today’s rapidly evolving digital landscape, the need for databases that can handle massive volumes of data with high performance, scalability, and consistency has never been more critical. Traditional databases, while robust, often struggle to meet these demands. This has paved the way for next-generation databases, including NewSQL and distributed SQL, which are designed to address these challenges head-on. In this blog post, we will explore the world of next-generation databases, focusing on NewSQL, distributed SQL, and other innovative database technologies that are revolutionizing enterprise applications. ...

In today’s fast-paced digital world, maintaining resilient and reliable systems is paramount. Service disruptions can lead to significant financial losses, damage to reputation, and loss of customer trust. Chaos engineering has emerged as a proactive approach to bolster system resilience by intentionally inducing failures to uncover weaknesses before they manifest in production environments. This article delves into the strategic importance of chaos engineering, how to design and execute failure scenarios, and the tools that facilitate these experiments, ultimately improving overall system robustness. ...

In the modern era of software development, Docker has become an indispensable tool for developers and DevOps engineers. It streamlines the process of deploying applications by providing a consistent environment across different stages of development, testing, and production. In this blog post, we’ll explore what Docker is, how to install it, and demonstrate a common use case: running a local WordPress site using Docker Compose. What is Docker? Docker is an open-source platform that automates the deployment, scaling, and management of applications. It does this by using containerization, which packages an application and its dependencies into a single, lightweight container. Containers are isolated from each other and the host system, ensuring that the application runs consistently regardless of the environment. ...