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cs.SE2026
Graphical-Probabilistic Modeling of Generative Flows in LLM-Native Software Systems
Víctor A. Braberman, Flavia Bonomo-Braberman
Engineering LLM-native software remains a challenging and immature field. Current practice is largely exploratory, relying on experimentation and heuristic techniques such as promp…
cs.SE2026
TDAD: Test-Driven Agentic Development - Reducing Code Regressions in AI Coding Agents via Graph-Based Impact Analysis
Pepe Alonso, Sergio Yovine, Victor A. Braberman
AI coding agents can resolve real-world software issues, yet they frequently introduce regressions -- breaking tests that previously passed. Current benchmarks focus almost exclusi…