Yes, we can absolutely do this in one self-contained program 👍You’ll be able to: Below is a single Program.cs you can drop into a new console app. 1️⃣ Create the project Replace all contents of Program.cs with this: 2️⃣ How to run and “experience” GC From inside the project folder: The program will walk you…
I’ll give you: 1️⃣ Create the demo app Now replace the entire Program.cs with this: This is self-sufficient: one file, no extra classes, no extra projects. 2️⃣ Run the app (command line) From the MemoryLeakDemo folder: It will listen on something like: (Use the HTTP one for simplicity: http://localhost:5000) 3️⃣ Generate the leak In another…
This will be a fun little lab. Let’s make one self-contained Program.cs you can run from command line and flip between TLS 1.2 and TLS 1.3 without changing code. We’ll also add a /metrics endpoint so you can see basic latency stats directly from the app. 1. One-page complete code (Program.cs) Create a new minimal…
Comparing KEDA, HPA, VPA & Custom Adapters for Real-World Scaling with Cost, Complexity & Best Practices Category KEDA (Event-driven) Prometheus-based (Adapter/HPA) Datadog-based (Cluster Agent) CloudWatch-based (Adapter/HPA) Primary Function Event-driven autoscaler (creates HPAs dynamically from external metrics like ALB, SQS, Kafka, etc.) Uses HPA with Prometheus metrics via adapter (e.g., kube-metrics-adapter or prometheus-adapter) Uses Datadog metrics…
What is an IngressGroup (and why it matters) IngressGroup lets you share a single ALB across multiple Ingress objects (even across different namespaces). The controller merges all rules from Ingresses with the same alb.ingress.kubernetes.io/group.name onto one ALB; you can also control rule priority with alb.ingress.kubernetes.io/group.order. This reduces cost and operational sprawl while keeping teams free…
Phase 1 – Pre-Closure Assessment & Planning Goal: Confirm business need, identify cost and compliance impact before touching resources. 1. Inventory & Cost Review 2. Stakeholder & Compliance Approval Phase 2 – Resource Cleanup (Recommended for Zero Residual Cost) While AWS allows closure without cleanup, costs persist until resources are deleted or RIs expire.Clean up…
Introduction In 2026, AI scriptwriting tools have transformed the creative landscape, empowering writers, filmmakers, and content creators to craft compelling narratives with unprecedented efficiency. These tools leverage advanced natural language processing (NLP) and machine learning to generate scripts, refine dialogue, and streamline story development, saving time while enhancing creativity. As the global AI content creation…
Here’s the complete list of tools, SDKs, and utilities you’ll want to install (and verify licenses/free editions) before you start. 🧰 1. Core Development Environment Tool Purpose Download Link Visual Studio 2022 (Community/Professional/Enterprise) Primary IDE for profiling, diagnostics, and building ASP.NET Core apps https://visualstudio.microsoft.com/vs/ .NET 8 SDK (or latest LTS) To build and run .NET…
During a major football match, traffic to an online sportsbook can jump 10 to 50 times within minutes. Bets, cashouts, and live odds all hit the system at once. If the platform hesitates, users drop, slips fail, and the brand loses trust. Teams that build on Kubernetes, whether in EKS or GKE, can absorb these…
Requirements for installing XL Release XL Release Client requirementsThe following web browsers are supported for the XL Release user interface: XL Release Server requirements XL Release Server hardware requirements Install & Configure XL Release Using Docker Step 1 – Install Docker Step 2 – Run Docker command Step 3 – Accessing the XL Release After…
Warehouses are software-defined more than most people realize. A “simple” wave release changes pick paths for robots, tweaks scanner workflows, and nudges PLC timings that move pallets around people. That’s why DevOps in this environment isn’t just about speed; it’s about shipping change without creating unsafe situations on the floor. The path forward is CI/CD…
The top 5 AI tools for generating the best quality and most impressive images in 2026 are DALL-E 3, Midjourney, Leonardo AI, Adobe Firefly, and Google Imagen 3 (via Gemini/ImageFX). Each has unique strengths, special scenarios for use, and distinct workflows. Comparison Table Tool Realism & Quality Best For Special Features Ease of Use Ideal…
Here’s a clean, step-by-step guide to install the latest OWASP ZAP on any OS, plus quick checks and headless/CI tips. Latest version right now: ZAP 2.16.1 (stable). (ZAP) 1) Pick your install method (per OS) Windows Easiest (Winget) To update later: (ZAP) Alternative (Scoop) (ZAP) Traditional installer macOS Homebrew (recommended) (2.16.1 as of today.) (Homebrew…
Resource Title OWASP Injection OWASP Injection OWASP Broken Authentication OWASP Broken Authentication OWASP Sensitive Data Exposure OWASP Sensitive Data Exposure OWASP XML External Entities OWASP XML External Entities OWASP Broken Access Control OWASP Broken Access Control OWASP Security Misconfiguration OWASP Security Misconfiguration OWASP Cross-Site Scripting (XSS) OWASP Cross-Site Scripting (XSS) OWASP Insecure Deserialization OWASP Insecure…
Let’s build a tiny but real Kubernetes Operator end-to-end for Kubernetes 1.29. We’ll do it the “standard” way (Go + controller-runtime) using Operator SDK (which wraps Kubebuilder) and pin versions that are known to work well with v1.29. I’ll show you how to develop, build, and deploy, with complete example code. Heads-up: Kubernetes v1.29 is…
pv.yaml $ kubectl create -f pv.yaml $ kubectl get pv pvc.yaml $ kubectl create -f pvc.yaml $ kubectl get pvc pod.yaml
Image source: https://www.pexels.com/photo/woman-sitting-on-chair-while-using-laptop-735855/ Navigating US taxes while living a nomadic lifestyle can feel complicated. If you’re a US citizen or Green Card holder, filing an annual tax return isn’t optional—it’s mandatory, no matter where you live or work. That’s because the United States relies on a citizen-based tax system, not a residential-based one. Wherever your…
Introduction In 2026, AI code assistants have become indispensable for developers, streamlining workflows, boosting productivity, and reducing errors in software development. These tools leverage advanced machine learning and natural language processing to generate code, debug issues, and provide context-aware suggestions, transforming how solo coders, startups, and enterprise teams build software. From autocompleting boilerplate code to…
Introduction In 2026, AI medical imaging tools are revolutionizing healthcare by enhancing diagnostic accuracy, streamlining workflows, and enabling early disease detection. These tools leverage advanced algorithms, such as convolutional neural networks (CNNs) and generative adversarial networks (GANs), to analyze medical images like X-rays, MRIs, and CT scans with unprecedented precision. From detecting subtle anomalies to…
Introduction In 2026, AI colorization tools have transformed the way we breathe life into black-and-white photos and videos, making them vibrant and engaging with just a few clicks. These tools leverage advanced deep learning algorithms to analyze grayscale images, predict realistic colors, and enhance visual storytelling. Whether you’re a historian preserving family archives, a content…
Introduction In 2026, AI animation tools are revolutionizing how creators, businesses, and educators bring stories to life, making animation accessible to all skill levels. These tools leverage artificial intelligence to automate complex tasks like character rigging, motion capture, and scene generation, significantly reducing production time and costs. With the global motion graphics market projected to…
Introduction In 2026, AI presentation design tools have become indispensable for professionals, educators, and students aiming to create visually stunning and impactful slide decks with minimal effort. These tools leverage artificial intelligence to automate content creation, design layouts, and even suggest visuals, transforming ideas into polished presentations in minutes. As businesses and individuals strive to…
Introduction In 2026, AI-powered UI/UX design tools are transforming the way designers, product managers, and developers create user-centric digital experiences. These tools leverage artificial intelligence to automate repetitive tasks, generate wireframes, enhance prototyping, and provide data-driven insights, enabling faster and more efficient workflows. With the rapid evolution of user expectations and technological advancements, AI UI/UX…
Introduction In 2026, AI infographic creators have become essential tools for businesses, marketers, educators, and content creators who need to transform complex data into visually compelling stories. These tools leverage advanced artificial intelligence to simplify the design process, offering intuitive interfaces, automated design suggestions, and seamless data integration. Whether you’re crafting infographics for social media,…
I’ll show console + CLI where useful and give a quick troubleshooting section at the end. 0) Prereqs 1) Create a public hosted zone for rajesh.com Console Route 53 → Hosted zones → Create hosted zone CLI This returns a JSON with “Id”: “/hostedzone/ZABCDEFGHIJKL”; save that ID. (AWS Documentation) 2) Delegate the domain to Route…
Below is a complete, copy-pasteable, step-by-step guide to put OIDC (Amazon Cognito) + ALB Ingress + gRPC (EKS) behind your DNS with TLS. I’ve included all commands, manifests, and verification steps. I also note exactly where to substitute your values. Citations for critical behaviors (ALB OIDC annotations, callback URL, gRPC with ALB) are embedded where…
Here’s the exact JMeter setup to create Owners athttp://43.204.220.89:8080/petclinic/owners/new. Thread Group (your load) Config Elements Samplers & Post-Processors 1) GET form page (fetch cookies and optional CSRF) Sampler: HTTP Request Post-Processor (optional, if CSRF is enabled): CSS Selector Extractor 2) POST create owner Sampler: HTTP Request (Alternative body if you prefer raw):firstName=${first}&lastName=${last}&address=${address}&city=${city}&telephone=${phone}&_csrf=${csrf} Assertion (to confirm…
DataOps Certified Professional (DOCP) Global Certification by DevOpsSchool The DataOps Certified Professional (DOCP) is an internationally recognized certification designed by DevOpsSchool to prove expertise in DataOps principles, tools, and automated data pipeline management. This program gives data professionals the essential skills needed to excel in modern, AI-driven enterprise environments, positioning them as leaders in data…
1. Understanding the Role of Each Resource IngressClassParams A Custom Resource Definition (CRD) used with the AWS Load Balancer Controller. It defines AWS-specific settings for your ALB—like scheme (internet-facing/internal), IP address type (IPv4 or dualstack), tags, and grouping. Template example: This instructs the AWS ALB controller how to configure the load balancer.(kubernetes-sigs.github.io, AWS Documentation) IngressClass…