ledgrrr is a local workflow and knowledge-management platform for supervised AI-agent operations. It combines a typed graph, editable classification rules, evidence tracking and MCP interfaces with operator-controlled actions. Its bookkeeping workflow ingests financial records, classifies and validates transactions, preserves audit history and exports an Excel workbook for accountant review.