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Contributing Writer
Serhii Romanov is a Software Test Engineering Manager with over 15 years of experience in software testing, specializing in video streaming technologies, automated testing frameworks, and quality engineering for large-scale media platforms. His professional interests include AI-assisted testing and advancing modern quality engineering practices in media and distributed systems. He is the author of the book “Frame by Frame: Expert Strategies for Video Streaming Quality”.
Test retries keep CI pipelines green, but they can also conceal genuine software defects. An experiment involving 41,200 test runs shows how a persistent bug escaped detection in 99.2% of builds and why DevOps teams need to rethink flaky-test management, regression detection and quarantine policies.
Nov 3, 2026 · 3 min