Feedback-based Automated Verification in Vibe Coding of CAS Adaptation Built on Constraint Logic

Researchers present a feedback-driven approach for automatically generating Adaptation Manager code in self-adaptive systems using LLMs and "vibe coding." They introduce FCL, a temporal logic for precisely specifying functional requirements as constraints. By combining adaptation and vibe coding feedback loops where FCL constraints are evaluated against system states, the method effectively generates correct code for CAS examples with minimal iterations, each refined by detailed constraint...