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Author

Emanuel Dantas

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Jul 2026

From Textual Requirements to Microservice Architectures - A Comprehensive Evaluation of LLM-Based Design Synthesis

This study investigates whether an LLM can bridge requirements engineering and architectural design, generating architectures solely from textual requirements and evaluating structural agreement and perceived quality of results, and shows potential for requirements-driven synthesis when guided by exemplar prompting.

D. Albuquerque, José Renan, Guillermo Rodríguez et al. · 0 citations
Jul 2026

Structural Validation of LLM-Generated Microservice Decompositions Using Source-Code Dependencies

The findings demonstrate that structural evaluations of LLM-generated decompositions should explicitly control for mapping coverage, as apparent differences between prompting strategies may otherwise reflect methodological bias rather than genuine architectural quality.

D. Silva, Renan Alves, Emanuel Dantas et al. · 0 citations

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