Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Markus Borg

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Book Open access Oct 2026

Prompts Matter: On the Impact of Code Smell Remediation with Large Language Models

Code smells accumulate as technical debt, reducing software maintainability. Refactoring is the established remediation practice, but it is complex and often deprioritized. Large Language Models can support automated refactoring, but their effectiveness depends on how they are prompted. In this study, we evaluate 14 pr...

Nadim Hagatulah, Markus Borg, E. Söderberg · 0 citations
Preprint Aug 2026

Code Health in LLM-Based Test Generation: Effectiveness and Token Efficiency

Coding agents powered by Large Language Models (LLMs) are now prominent in software engineering. Previous work has shown that AI tools perform better on high-quality source code that is easy to maintain. In this study, we investigate how the effectiveness of LLM-generated unit tests varies across maintainability levels...

Freya Wirdemann, Markus Borg, Nadim Hagatulah et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.