All Articles
46 articles across 7 topics.
BDD Fundamentals (7)
- Three-Amigos Sessions That Do Not Suck
- What Is BDD (and Why Most Teams Get It Wrong)
- How to Write Gherkin That Actually Scales
- Living Documentation: When BDD Tests Become the Spec
- Migrating a 500-Test Suite from Selenium to BDD Without Losing Your Mind
- Outside-In TDD vs BDD: The Real Difference
- The Anatomy of a Good Given/When/Then Step
AI + Testing (7)
- Using ChatGPT to Audit Your Test Coverage
- Why "Replace QA with AI" Misses the Point
- AI-First Testing Framework: From Context to Execution
- Context-Driven Testing with LLMs: A Build Walkthrough
- Generate Test Cases with AI in Minutes (Real Framework)
- Self-Healing Tests: How They Actually Work
- The Cost of AI-Generated Tests (Real Numbers, 2026)
Automation Frameworks (7)
- Page Object Model vs Screenplay Pattern: Decision Guide
- Playwright vs Selenium for BDD in 2026
- The Six Files Every BDD Project Needs
- Writing Custom Cucumber Expressions and Regex Step Definitions
- Build a Scalable BDD Framework Step-by-Step
- Cucumber-JVM vs Behave vs SpecFlow: Honest Comparison
- Driver Abstraction That Survives a Framework Migration
API & Distributed System Testing (6)
- Testing APIs in Distributed Systems Without Going Insane
- Testing Eventually-Consistent Systems
- Async Testing Patterns That Actually Work
- Contract Testing for Microservices: Pact in Practice
- Distributed Tracing for Test Failures: OpenTelemetry Setup
- How to Validate Event Streams with Automation: Kafka and Beyond
CI/CD & DevOps Testing (7)
- Test Selection in Monorepos: Affected Files Only
- Integrate BDD into CI/CD Pipelines Without Breaking Speed
- Parallelize Test Execution in GitHub Actions
- Shift-Left Testing: What It Actually Means
- Synthetic Tests in Production Pipelines
- Auto-Heal vs Auto-Skip: When to Use Each in CI
- Flake Triage as a CI Citizen
Test Strategy & Architecture (6)
- Why the Test Pyramid Is Broken (and What Replaces It)
- Coverage as a Vanity Metric: What to Measure Instead
- Modern Test Strategy for Distributed Systems
- Risk-Based Testing in High-Velocity Teams
- Test Strategy for AI Products
- The Quality Engineering Org Chart in 2026