API

Top 15 AI-Powered API Automation Testing Tools in 2026

As software systems become increasingly distributed and API-driven, API automation testing tools have moved from being optional utilities to becoming a critical pillar of software quality. In 2026, the integration of artificial intelligence (AI) is reshaping how teams design, execute, and maintain API tests—shifting testing from script-heavy execution to intelligent, insight-driven automation. This article …

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How API Integration Helped Us Handle 3rd Party Failures in UI Tests

API Testing / By user

As a QA engineer, I’ve faced countless situations where our UI tests failed—not because our application was broken, but because a third-party service we relied on was unstable. Debit card validation failing, balance amounts not updating, or identity verification APIs timing out—these external dependencies often turned our test suites into a minefield of false failures. For a …

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Stop flaky tests! Centralized test data replaces hard-coded values for stability, scalability, and faster QA execution. Simple steps. Real results

Killing Hard-Coded Data: The Centralized Test Data Strategy That Worked

Automation / By user

When I first started working as a tester, one of the biggest mistakes I made (and saw others make) was relying on hard-coded test data in our automation scripts. At the time, it seemed like the quickest way to get tests running: plug in a username, password, or account number directly into the script …

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How Faker + APIs Made Our Test Data Creation 10x Faster

Rest API / By user

If you’ve worked in QA long enough, you know that test data can make or break your automation efforts. It sounds simple: just feed your tests some input values and check the output. But in reality, creating and maintaining reliable test data is one of the hardest parts of building stable automation. When I started my journey as a tester, we relied …

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Challenges in API Automation: Insights from a Real Conversation

API Automation / By user

As a tester, I’ve learned that conversations with experienced engineers often reveal the true complexities of automation. Recently, I had the opportunity to listen to two senior engineers discuss their ongoing struggles with API automation. What struck me most wasn’t just the technical details but the real-world challenges they face every day in …

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Data-Driven Testing in Playwright Using JSON, CSV & API Data

playwright / By user

In today’s fast-paced software delivery environment, data-driven testing has become a game-changer for automation engineers. Instead of hardcoding test inputs, testers now rely on dynamic datasets from JSON files, CSV sheets, and APIs to run robust and scalable test cases. If you are enrolled in a Playwright Automation Online Course or exploring a Playwright …

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Top 25+ Web API Interview Questions and Best Answers for 2025

API Testing / By user

Introduction to Web API Concepts Web APIs (Application Programming Interfaces) are the backbone of modern web and mobile applications, enabling seamless communication between different software systems over the internet. They allow applications to exchange data and functionality using standard HTTP/HTTPS protocols, making them essential for building scalable, distributed systems. Whether you’re developing a RESTful API, …

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How to Prepare for Your REST API Interview

Rest API, Rest API Testing / By user

Introduction In today’s fast-paced tech ecosystem, REST APIs (Representational State Transfer) have become a critical component for enabling communication between client and server. Whether you are applying for an SDET, backend developer, QA automation engineer, or full-stack developer role, API knowledge is a must-have skill. Companies look for professionals who can validate APIs effectively, understand …

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What is OAuth and How it works

API Testing, Automation / By user

What is OAuth and How it works OAuth is an open-standard authorization protocol which provides secured access. OAuth doesn’t share password but instead uses authorization allows to approve one application interacting with another on your behalf without giving your password. Here Let’s see the OAuth in detail with Social Sign On. Scenario Based Explanation: …

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Top 15 AI-Powered API Automation Testing Tools in 2026

How API Integration Helped Us Handle 3rd Party Failures in UI Tests

Killing Hard-Coded Data: The Centralized Test Data Strategy That Worked

How Faker + APIs Made Our Test Data Creation 10x Faster

Challenges in API Automation: Insights from a Real Conversation

Data-Driven Testing in Playwright Using JSON, CSV & API Data

Top 25+ Web API Interview Questions and Best Answers for 2025

How to Prepare for Your REST API Interview

Top 25 API Automation Engineer Interview Questions 2025 With Answers

What is OAuth and How it works

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