Hmaizah, Nibras and Ghanim, Roaa (2026) CONFIDENCE-DRIVEN GRAPH-OF-THOUGHT RETRIEVAL-AUGMENTED AGENTS FOR VERIFIABLE VULNERABILITY PATCH GENERATION IN MULTI-LANGUAGE LEGACY CODEBASES. Kyzylorda Scholarly Review, 3 (4). ISSN 3007-4681