Elmar Jürgens

Founder

Biography.

Elmar works both as a researcher and a founder. Elmar wrote his award-winning PhD thesis on static code analysis and is still active as a researcher in software quality analysis. In 2009, he co-founded CQSE GmbH. He (and his 60 colleagues) since help international teams in using software intelligence analyses to write better software in less time. Elmar frequently gives keynotes and talks at research conferences (e.g. ICSE, ICPC, SANER) and industry events (e.g. German Testing Day, Software Quality Days, Agile Testing Days, AutomationSTAR, EuroSTAR). He was elected best speaker 10+ times, including at Clean Code Days, German Testing Day and Software Quality Days. Elmar was named Junior Fellow of the GI in 2015 and received the German Award for Software Quality in 2024. His research was cited 3600+ times.

Talk.

Dear AI, Which Tests Should We Run Now?

As our software grows, we face the challenge of testing an increasing amount of functionality. Many teams I work with are managing thousands, if not hundreds of thousands, of tests. These tests are a mix of automated and manual test cases conducted across various stages and phases of testing.
Given this complexity and typical time constraints, how can we swiftly select the right tests to run at any given moment? Which tests will uncover the most bugs with minimal effort and in the shortest time?
I spent the last decade working on this challenge. In recent years, numerous AI-driven approaches have been proposed to address this question.
Our team has implemented and tested these approaches in our own development processes and in collaboration with customer teams. In this presentation, I will share both our failures and successes.

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