Azure AI-Powered Debugging Assistant

Build a cloud-native AI solution on Azure that continuously monitors application errors from PostgreSQL Error Log Database and Azure Log Analytics, analyzes root causes using a Retrieval-Augmented Generation (RAG) pipeline, and automatically notifies developers with possible solutions. Over time, the system continuously learns from resolved incidents, creating an enterprise AI knowledge base that can eventually enable automated debugging. Reduce debugging time by 60–80% Automatically identify recurring issues Improve Mean Time To Resolution (MTTR) Build organization-specific AI knowledge Reduce dependency on senior developers Create a foundation for autonomous incident resolution