Uma Bhat, Manager - SDET, writes about how quality engineering must evolve from activity tracking to production-readiness ownership. Uma’s work focuses on release confidence, risk-based QA, automation reliability, critical-path validation, and measurable quality gates. Through a practical engineering lens, she helps teams move beyond pass percentages and defect counts toward sharper go/no-go decisions backed by evidence. Her perspective is especially relevant for QA leaders working in distributed systems, CI/CD environments, and fast-moving release cycles where the real question is not whether testing is complete, but whether the product is safe to ship.