Testing, Tools, and Frameworks Resources

Building Reliable Experimentation Systems: From Assignment to Decision Quality

How we build reliable experimentation systems that ensure clean assignment, prevent SRM, and accelerate learning — from A/B tests to bandits.

July 30, 2025

by Ieshika C

· 2,226 Views · 1 Like

AWS vs. Azure vs. GCP: A Comprehensive Guide to Choosing the Right Cloud Provider

The three most well-known cloud providers by highlighting their unique strengths, diverse services, and various pricing plans, enabling you to make informed decisions.

July 28, 2025

by Sairamakrishna BuchiReddy Karri

· 2,498 Views

Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL

Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.

July 28, 2025

by Aravind Nuthalapati

CORE

· 11,321 Views · 2 Likes

5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever

Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.

July 28, 2025

by Nidhi Sharma

· 2,479 Views · 6 Likes

Test Pyramid: Test Setup Best Practices

Here, I revisit the plain old test pyramid and will speak a lot about how one can structure the tests to make them more reliable and profitable.

July 25, 2025

by Bartłomiej Żyliński

CORE

· 1,517 Views · 2 Likes

Deploying Containers on Azure Container Apps

In this article, we’ll explore Azure Container Apps and walk through example ARM templates to demonstrate how to deploy them within an Azure environment.

July 24, 2025

by Siri Varma Vegiraju

CORE

· 3,294 Views

Configuring Model Context Protocol (MCP) With Amazon Q CLI

In this post I share how MCP Servers can help provide better context with Amazon Q CLI, a next generation AI Coding Assistant

July 23, 2025

by Ricardo Sueiras

· 5,309 Views · 1 Like

More Than Just Buttons: A Frontend Engineer's Exploration of Accessibility Frameworks

Architect Accessibility from Day 0, focus/live-region utilities, keyboard-friendly components, axe-core CI tests, and a "mouse-free" review culture.

July 22, 2025

by Mohit Menghnani

CORE

· 1,740 Views · 2 Likes

Implementing Least Privilege in AWS IAM: Principles, Practices, and Automation

Applying least privilege in AWS IAM helps reduce risk, improve compliance, and secure environments by granting only necessary permissions to users and services.

July 22, 2025

by Ishwar Bansal

· 4,210 Views · 2 Likes

ArchUnit, Unit Testing The Architecture

ArchUnit will help you whenever the compiler will not make it, especially in enforcing a package structure or architecture.

July 21, 2025

by Bartłomiej Żyliński

CORE

· 1,834 Views · 1 Like

How to Expose IBM FS Cloud Container App to Public

This white paper provides a solution faced by the IBM Cloud Financial Services Cloud users when exposing application to public network.

July 18, 2025

by Pari Biswas

· 3,805 Views · 1 Like

How We Built a Smarter University Chatbot Using LLaMA2, AWS SageMaker, and RAG

We built a multilingual university chatbot using LLaMA2, SageMaker, LangChain, and Milvus with RAG for real-time answers scalable to domains like healthcare and HR.

July 18, 2025

by Kishore Thota

· 4,410 Views · 1 Like

The Underrated Hero of UI Testing: Why Screenshot Testing Matters

Discover how screenshot testing saves time in Android development and why Paparazzi is a fast, emulator-free, and reliable approach.

July 17, 2025

by Artsiom Seliuzhytski

· 4,470 Views

Rapid AWS Prototyping With LocalStack: A Developer’s Guide to Building AWS PoCs Locally

This article shows how to use LocalStack to build and test AWS-based Proof of Concepts (PoCs) entirely on your local machine.

July 17, 2025

by Akash Verma

· 4,610 Views · 1 Like

Optimizing Your IDP Using Centralized Configuration Management With IBM Cloud App Configuration: A Complete Guide

Centralize config, enable feature flags, and scale securely—IBM Cloud App Config powers agile, controlled IDP development.

July 16, 2025

by Josephine Eskaline Joyce, Ph.D

CORE

· 5,107 Views · 6 Likes

Data Ingestion: The Front Door to Modern Data Infrastructure

AWS offers a rich set of ingestion services. This guide provides industry use cases and a cheat sheet to help you choose the right one for your organization.

July 16, 2025

by Junaith Haja

· 2,857 Views · 3 Likes

Debug Like a Pro in 2025: 10 New Eclipse Java Debugger Features to Enhance Your Productivity (With Spring Boot Examples)

Eclipse Java Debugger in 2025 is faster and smarter. This post explores 10 new features using a Spring Boot app that handles books, reviews, and recommendations.

July 16, 2025

by Sougandh S

· 5,771 Views · 8 Likes

Testing Distributed Microservices Using XState

Learn how to use XState to model microservice workflows. Simplify testing, boost coverage, and debug visually using declarative state machines.

July 14, 2025

by Akash Verma

· 2,724 Views · 1 Like

The 7 Biggest Cloud Misconfigurations That Hackers Love (and How to Fix Them)

Everyone's an admin until they shouldn't be. Ninety-nine percent of cloud identities have excessive permissions, making lateral movement trivial for attackers.

July 14, 2025

by David Iyanu Jonathan

· 3,676 Views · 5 Likes

The Cybersecurity Blind Spot in DevOps Pipelines

DevOps pipelines create massive attack surfaces through leaks and misconfiguration, and trusted tools become attack vectors. Here are the steps on how to prevent them.

July 11, 2025

by Igboanugo David Ugochukwu

CORE

· 2,852 Views · 2 Likes

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