Key Takeaways A Deep Dive into Cursor: Is “Vibe Coding” the Future? AI coding tools are making waves in the development community. AI agents are now so good at coding that they are becoming extremely useful for speeding up the development lifecycle. When combining AI Agents with leading reasoning large...
In the early days of AI coding, developers often complained that AI-generated code felt “generic” or ignored project-specific conventions. We have discovered that the difference between a junior-level AI suggestion and a senior-level architectural refactor lies in one file: .cursorrules. As a DevSecOps Engineer, I’ve found that relying on...
The transition from IPv4 to IPv6 has been the “coming soon” story of networking for decades. However, as of early 2025, global adoption has finally surged past the 45% mark, with major providers like AWS shifting to IPv6-native defaults. While the industry pushes for a dual-stack or IPv6-only future, many...
This guide explains how to use the GitHub CLI (gh) to manage configuration data for your environments. This is particularly useful for CI/CD pipelines where you need to toggle between “Production,” “Staging,” or “Development” settings. Prerequisites 1. Understanding Secrets vs. Variables 2. Setting Environment Secrets To set a secret for...
GitHub’s Actions UI is great for day-to-day viewing, but it’s not designed for bulk cleanup. If you’ve just enabled Actions on an older repository, migrated from Bitbucket, or iterated on workflows in a test-heavy phase, your run history can become cluttered fast. This guide shows how to delete workflow runs...
Key Takeaways Why Automate Repository Setup? If you are a DevOps engineer or a team lead, creating a new repository often feels like a tedious administrative tax. You spin up the project, but then face a checklist of repetitive UI clicks: navigating to settings, finding the branches tab, configuring pull...
Key Takeaways The GitHub CLI (gh) brings the pull request, issue tracking, and repository management experience directly to your command line, reducing context switching between your terminal and the browser. While many users encounter the frustrating Command ‘gh’ not found error, this guide focuses on the proactive, correct installation procedure...
Managing infrastructure as code (IaC) is preferred for reproducibility. Below are the two primary methods to implement peering using AWS CDK in TypeScript. Method 1: The High-Level Construct (Recommended) This method is concise and leverages CDK’s abstraction to handle the heavy lifting. Method 2: The Low-Level CfnVPCPeeringConnection Use this if...
Key Takeaways What Is the docker Command and How Does It Work Internally? The docker command is a CLI client that talks to dockerd through a REST API over a Unix socket (/var/run/docker.sock) or TCP. It sends high-level instructions (create, pull, run) that get translated into low-level container lifecycle operations...
Introduction to Advanced Git Features Git is far more than just a version control system—it’s the backbone of modern software collaboration. Whether you’re managing microservices, automating CI/CD pipelines, or contributing to open source, mastering advanced Git features transforms you from a casual user into a DevOps powerhouse. This guide dives...
Key Takeaways Introduction: Supercharge Your AD Management Active Directory is the core of identity and access management in most Windows based enterprise networks. While the graphical user interface (GUI) is familiar, it can be slow and inefficient for repetitive or bulk tasks. This is where PowerShell one-liners come in. By...
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