Practical guides on BDD, requirements clarity, and review-ready test design.
AI can generate hundreds of test cases in seconds. That does not mean they are right, useful, or safe to trust.
AI does not just generate test cases. It reveals the decisions your requirements never made.
Generic AI tools produce generic test cases. Here is how to teach AI your team's terminology, structure, and voice so generated tests match the way you already work.
Most Gherkin is written for automation frameworks, not humans. Here is how to write scenarios that teams actually want to read, review, and maintain.
Unit tests, integration tests, E2E tests, and BDD scenarios all serve different purposes. Here is how to decide which layer should own which risk.
BDD is useful, but it is not free. A practical guide to when Given/When/Then earns its keep and when simpler testing wins.
A 5-step decomposition framework with a worked coupon example: 12 Gherkin scenarios across Quick, Standard, and Exhaustive coverage levels.