Scenario Risk Scores Expose Coverage Gaps
Assign quantitative risk scores to BDD scenarios to surface coverage gaps before production finds them. Real scoring mod...
Read articleLatest Articles
Hook Execution Order & Suite-Wide Fixture Reliability
Hook execution order silently breaks fixture reliability across BDD suites. Here's how to audit, sequence, and enforce h...
Read articleStep Definition Count as a Maintenance Liability
Past ~300 step definitions, BDD suites rot faster than they grow. Here's how to audit, prune, and restructure before the...
Read articleScenario Tags as Unintended Test Policy
Cucumber tags start as filters. Left unmanaged, they become a de-facto test selection policy no one designed and everyon...
Read articleShared Step Libraries & Suite Blast Radius
Shared step libraries couple unrelated test suites. Here's how blast radius expands silently and how to contain it befor...
Read articleWhy the Test Pyramid Is Broken (and What Replaces It)
Explore why the test pyramid is outdated and what modern test strategies replace it. Code-first insights for senior test engineers.
Read articleCoverage as a Vanity Metric: What to Measure Instead
Line coverage tells you what ran, not what matters. Senior SDETs: here's what to measure instead to actually improve production quality.
Read articleModern Test Strategy for Distributed Systems
Explore advanced test strategies for distributed systems with practical code and architecture insights for senior engineers.
Read articleRisk-Based Testing in High-Velocity Teams
How senior SDETs apply risk-based testing in CI/CD pipelines: scoring models, Gherkin tagging, dynamic suite selection, and real trade-offs.
Read articleTest Strategy for AI Products
In-depth guide on crafting a test strategy for AI products using BDD and AI-powered testing tools.
Read articleThe Quality Engineering Org Chart in 2026
Explore the evolving Quality Engineering org chart in 2026, focusing on AI-powered testing and real-world tooling strategies for senior test engineers.
Read articleAll Test Articles
- Scenario Risk Scores Expose Coverage Gaps
- Hook Execution Order & Suite-Wide Fixture Reliability
- Step Definition Count as a Maintenance Liability
- Scenario Tags as Unintended Test Policy
- Shared Step Libraries & Suite Blast Radius
- 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