Quality Engineering
Coverage is the BMI of Software Quality: A Comfortable Lie Your Board Believes
Line coverage tells your board 93.1% is green. Mutation testing reveals a 34-point gap where logic errors survive every test...
Quality Engineering
Explore our coverage of software quality, test automation, and engineering leadership
Quality Engineering
Velocity Illusion: AI Agents Are Shipping Microservices That Pass the Build and Break Production
AI agents are merging microservices code faster than reviewers can reach it. Spec-driven development is the only discipline that puts...
Quality Engineering
Dead Links, Live Bugs: The Hallucination Debt in AI-Generated Tests
AI code generators trained on a quarter-vanished web embed phantom packages and stale APIs into test suites, compounding a quality...
Quality Engineering
Migration Fever: The Tests You Skip Are the Delays You Buy
Skipping tests to hit migration deadlines converts a known go-live date into an open-ended production crisis with a compounding defect...
Quality Engineering
Green Light, Red Ledger: Flaky Tests Are Engineering's Costliest Invisible Tax
Flaky tests cost Atlassian 150,000 developer-hours a year and skew 84% of Google's CI signal. The real budget drain is...
Quality Engineering
The AI testing paradox: faster drafts, slower trust
AI coding tools speed up first drafts, but they also increase rework risk unless teams strengthen review, testing, and governance....