Testing tools that work with your AI workflow

Serenity BDD Reporting: Living Documentation From Your Tests

Serenity BDD's reporting is the reason most teams choose it over plain JUnit + Selenium. The HTML report it generates is a stakeholder-readable summary of what was tested, what passed, and what failed — with screenshots, step-level details, and a requirements hierarchy. This guide covers the reporting system

Eggplant DAI: What Is Digital Automation Intelligence and How Does It Work?

Eggplant DAI — Digital Automation Intelligence — is Keysight's attempt to add intelligence to what was historically a script-based, image-matching test automation platform. It's the layer that sits above Eggplant Functional and makes the whole platform more than just VNC-based UI automation. Understanding DAI means

Serenity BDD with Cucumber and JUnit: Complete Setup Guide

Serenity BDD integrates with Cucumber to give you something neither framework provides alone: Cucumber's plain-English scenarios plus Serenity's rich HTML reports with screenshots, step-level narrative, and coverage statistics. This guide covers the full setup from scratch. What Serenity Adds to Cucumber Cucumber gives you

Eggplant AI-Driven Test Automation: How DAI Uses Machine Learning for Testing

Keysight Eggplant's main marketing claim is that it brings AI to test automation. The product is called DAI — Digital Automation Intelligence — and it wraps AI/ML capabilities around Eggplant's core image-based testing engine. But what does "AI-driven testing" actually mean in Eggplant&

Edge-Native Testing Strategies for Low-Latency Applications

Edge-native applications live and die by latency. When your app processes data at the edge — inside a retail store, on a factory floor, at a cell tower — a 200ms round trip to the cloud is catastrophic. Testing these systems requires a fundamentally different mindset than testing cloud-first applications.

Serenity BDD + Cucumber: Living Documentation for Your Tests

Serenity BDD's most complete form combines Cucumber feature files with Serenity's reporting engine. Feature files provide business-readable specifications. Serenity turns each scenario into a detailed test report with screenshots, step results, and requirements traceability. The result is documentation that's always up to date

Edge-Cloud Hybrid Testing Patterns: Validating Split Architecture

Edge-cloud hybrid systems split processing between local edge nodes and centralized cloud infrastructure. The split sounds clean in architecture diagrams. In production, it's the source of some of the most subtle and damaging bugs you'll encounter. This guide covers testing patterns for systems where the

Sentry Advanced Features: Performance Monitoring, Profiling, and Session Replay

Most developers know Sentry as an error tracker. When an exception is thrown, Sentry captures it, groups it with similar errors, and notifies the team. This basic use case is valuable, but it covers only a fraction of what Sentry can do. Sentry's platform has expanded significantly in

EarlGrey vs XCUITest: Choosing the Right iOS UI Testing Framework

Both EarlGrey and XCUITest are the two serious options for iOS UI test automation. XCUITest is Apple's official framework. EarlGrey is Google's open-source alternative. They have fundamentally different architectures that affect how you write tests and how reliable those tests are. Architecture XCUITest XCUITest runs

Selenium Grid vs Playwright Parallel Testing: Choosing the Right Approach

The question comes up constantly in teams that are modernizing their test automation stack: should we invest in Selenium Grid infrastructure, or switch to Playwright and use its built-in parallel execution? The answer isn't as obvious as Playwright advocates would have you believe. Both approaches solve the

EarlGrey UI Interactions: Taps, Scrolls, Gestures, and Text Input

EarlGrey's interaction API covers the full range of touch gestures and UI interactions available on iOS. Every interaction runs after EarlGrey confirms the app is idle and the target element is visible and hittable. Basic Interactions Tap // Single tap EarlGrey.selectElement(with: grey_accessibilityID("submitButton")) .perform(

Selenium Grid Monitoring: Observability for Your Test Infrastructure

A Selenium Grid running without monitoring is a black box. You don't know why tests are queuing for minutes, which Node is consuming all the memory, or whether that Friday night regression actually ran against Chrome or silently fell back to nothing. Grid 4 ships with the observability