Author

Andrey Sadovykh

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#software testing Book Oct 2026

Prompt Pipelines as Engineered Artifacts: Regression-Testing a Multi-agent Threat-Modeling Pipeline

The experience suggests that the PromptOps practices recently proposed for general LLM applications transfer directly to security engineering, and that a fixed evaluation corpus with cost-aware metrics is the single most valuable artifact a prompt-pipeline team can maintain.

Eldar Mametov, Andrey Sadovykh, Eugene Zouev et al. · 0 citations

#large language models Book Open access Oct 2026

Towards LLM-Assisted Business Process Modeling in an Industrial Modeling Tool: An Experience Report

Business Process Modeling (BPM) is a key and complex activity in Software and Systems Engineering. As a consequence, any relevant assistance integrated into the BPM tooling can be highly beneficial. Historically, Natural Language Processing (NLP) techniques have already been used in this context. However, the recent de...

Andrey Sadovykh, Loay Chlih, Bilal Said et al. · Proceedings of the ACM/IEEE... · 0 citations