Architecure Evolution & DevOpts

When we think about Linux , our minds often turn to a powerful, open-source operating system used by developers, sysadmins, and tech enthusiasts around the globe. But what if we told you that Linux is a lot like jazz —a genre of music rooted in freedom, improvisation, and evolution? Despite originating in different domains, both jazz and Linux share core values that have helped them thrive, adapt, and transform over decades. In this article, we’ll explore the surprising yet profound parallels between jazz and Linux , how both have shaped their respective worlds, and how they continue to inspire innovation and creativity across cultures, industries, and generations. Freedom and Customization at the Core At the heart of both jazz and Linux is one fundamental principle: freedom . Jazz  allows musicians to break away from rigid classical forms, enabling them to improvise , reinterpret, and expres...

What is the “Not My Problem” Syndrome? In many traditional software teams, people often deflect issues with a “not my problem”  attitude. Also known informally as blame culture  or the “Not My Problem Syndrome,”  this mindset is characterized by apathy or finger-pointing when problems arise. Instead of taking ownership, individuals distance themselves, thinking “I’m not responsible for this glitch”  or “That’s someone else’s job.”  For example, a developer might say, “It worked on my machine, so ops must have messed up deployment”  – classic NMP thinking. We’ve all heard variations: “That’s not in my job description,”  or “That bug is the QA team’s issue, not mine.”  These phrases reflect a shirking of responsibility. This syndrome affects both interpersonal and departmental interactions. Team members may avoid assisting others, thinking, “Your problem isn’t my concern.”...

Spring Boot 3.4.5 is the latest release packed with performance optimizations, enhanced security features, and cloud-native improvements that make it a compelling upgrade for modern Java applications. Spring Boot 3.4.5 (released April 2025) is the newest stable version in the 3.x line, and it offers numerous advantages over earlier Spring Boot releases. Whether you're a seasoned Java developer or part of a DevOps team, this version brings tangible benefits in performance, security, and cloud-native support. In this article, we'll explore the key reasons to use Spring Boot 3.4.5, highlight its notable new features, and compare improvements against previous 3.x versions – all with clear, technically accurate explanations. We’ll also point to official documentation and changelogs for reference. Key Advantages of Spring Boot 3.4.5 Spring Boot 3.4.5 builds upon the foundation of Spring Boot 3.x (which introduced Java 17+, Jakarta EE 10, and AOT support) and delivers refinements that...