Automation If Safety Is on the Line: Designing a Quality Strategy That Does Not Overtrust Tools Mature quality programs treat tools as evidence producers, not as truth sources. Anna Kovalova March 23, 2026 Quality teams now rely on a dense stack of tools: automated test frameworks, AI assisted test generation, self healing locators, visual testing, static analysis, and observability platforms. Read More
