Precise feedback on fine-grained architectural and functional constraint violations enables LLMs to produce valid adaptation managers for collective adaptive systems within a few iterations, unlike coarse metric feedback.
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Vibe-Coding: Feedback-Based Automated Verification with no Human Code Inspection, a Feasibility Study
Precise feedback on fine-grained architectural and functional constraint violations enables LLMs to produce valid adaptation managers for collective adaptive systems within a few iterations, unlike coarse metric feedback.