AI-Driven Incident Management in Microservices: A Scalable and Cost-Effective Framework for Proactive Site Reliability. ISCSITR-IJCSE. 2025;6(4):15-28. doi:10.63397/ISCSITR-IJCSE_2025_06_04_002