Testing, Tools, and Frameworks Resources

The Immune System of Software: Can Biology Illuminate Testing?

Learn in this article how software testing mirrors the immune system — layered, adaptive, and essential for defining and defending system integrity.

August 11, 2025

by Stelios Manioudakis

CORE

· 3,385 Views · 7 Likes

API Testing With Playwright: A Guide for QA Engineers and Developers

Playwright enables unified API and UI testing with support for all HTTP methods, authentication, retries, and mocks—helping build reliable backend tests fast.

August 8, 2025

by Rama Mallika Kadali

· 3,013 Views · 2 Likes

Introduction to Data-Driven Testing With JUnit 5: A Guide to Efficient and Scalable Testing

Use JUnit 5’s @ParameterizedTest with @EnumSource and @MethodSource to run tests with multiple data inputs, improve test coverage, and efficiency for robust applications.

August 7, 2025

by Otavio Santana

CORE

· 3,440 Views · 6 Likes

How to Configure a Jenkins Job for a Maven Project

Learn how to configure a Jenkins job for a Maven project to automate builds, tests, and deployments with ease and efficiency.

August 7, 2025

by Faisal Khatri

CORE

· 3,186 Views · 4 Likes

Strategies for Robust Engineering: Automated Testing for Scalable Software

I built tests that learn and evolve like mini AI engineers that spots bugs before they blow up your app, effortlessly adapting in real time.

August 6, 2025

by Srinidhi Goud Myadaboyina

· 1,888 Views · 1 Like

Build Your Own Customized ChatGPT Using OpenAI

Learn to build a no-code AI bot to generate test cases from user stories using ChatGPT. Customize tone, behavior, and export structured test scripts easily.

August 6, 2025

by Gaurav Sharma

· 2,759 Views · 3 Likes

Mastering Fluent Bit: Developer Guide to Service Section Configuration (Part 5)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop when integrating telemetry pipelines.

August 6, 2025

by Eric D. Schabell

CORE

· 1,747 Views · 3 Likes

Integration Testing for Go Apps Using Testcontainers and Containerized Databases

Learn how to use Testcontainers with Go and the Cosmos DB emulator for fast, isolated integration testing — no complex test environments needed.

August 6, 2025

by Abhishek Gupta

CORE

· 2,736 Views · 2 Likes

Learn to use AWS SNS (Amazon Simple Notification Service) messaging service to publish a message to an email address as a subscriber using Spring Boot.

August 5, 2025

by Milan Karajovic

· 3,270 Views · 4 Likes

Estimating Software Projects: A Practical Approach for Tech Leads

Accurate estimates enable leadership to determine the project feasibility. Therefore, it is important for tech leads to provide realistic estimates.

August 5, 2025

by Shweta Venkateswaran

· 1,819 Views · 2 Likes

AI-Powered AWS CloudTrail Analysis: Using Strands Agent and Amazon Bedrock for Intelligent AWS Access Pattern Detection

In this post, I came up with a solution that addresses the critical challenge of efficiently analyzing AWS CloudTrail logs to identify security threats.

August 1, 2025

by Anil Malakar

· 3,281 Views · 2 Likes

Choosing Between GCP Workflows, AWS Step Functions, and Temporal for Stateful Workflow Orchestration

GCP Workflows vs AWS Step Functions vs Temporal — a vendor-neutral look at usability, dev experience, pros/cons, and best-fit use cases.

July 31, 2025

by Ravi Teja Thutari

CORE

· 7,581 Views

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

· 2,194 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

· 2,461 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

· 11,286 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

· 2,414 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

· 1,487 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

· 3,250 Views