Author

Vinicius Cardoso Garcia

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#artificial intelligence Preprint Oct 2026

Beyond Accuracy: Disentangling Decomposition from Typed-State Quality Assurance in Multi-Agent LLM Pipelines

Multi-agent LLM pipelines are often credited with gains in software engineering tasks, but it is rarely clear whether a gain stems from the typed contract between agents or from the specialized prompts that decomposition enables. We study this attribution problem in Requirements Engineering, comparing three architectur...

Maria Gabriela Alves Zuppardo, Vinicius Cardoso Garcia · 0 citations

Preprint Aug 2026

Building AI-Intensive Software with AI: Early Results and a Cautionary Tale on Measuring Development Cost

A six-person student team built a full conversational onboarding assistant over one academic term using pervasive AI assistance using pervasive AI assistance, and outlines next steps toward a more robust, replicable costing methodology for AI-intensive development.

Victor Barros de Miranda Neves, K. S. da Gama, Vinicius Cardoso Garcia · 0 citations