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ADAPTIVE AND EFFICIENT CODE-INTELLIGENCE: INTEGRATING LLM-GUIDED STATIC ANALYSIS, PERFORMANCE-AWARE GENERATION, AND SUSTAINABLE INFERENCE FOR GREEN SOFTWARE ENGINEERING