A new package would process user complaints or descriptions about logging systems, extracting structured insights such as common pain points, root causes, or improvement suggestions. It uses an LLM to

A strict complaint processing workflow built in Python, inspired by LangGraph. The lab demonstrates validation, single-category classification, controlled investigation, and transparent decision paths, with a fallback runner when LangGraph is not available.