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Artificial Intelligence in Development: Practical Scenarios

Year: 2025
Type: article
Abstract: The paper presents practical applications of AI assistants in everyday software engineering: requirement formalization, code scaffolding, SQL/migrations support, log‑based fault localization, test generation, documentation upkeep, and CI/CD optimization. We summarize observable benefits (time savings, defect reduction), typical risks (hallucinations, data leakage, licensing), and a lightweight evaluation method based on before/after measurements on real backlog items. Implementation guidelines for phased adoption are provided.
Language: English
Open Access status: diamond
OpenAlex ID: W4415196691
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