A recent tutorial has shown how to create a multi-agent workflow using Omnigent in a secure, isolated Python environment. This workflow integrates live exchange-rate data and implements hierarchical agent delegation for financial text auditing. The tutorial also demonstrates how to apply governance policies, such as cost budgets and tool call limits, directly from Google Colab. This approach can help researchers manage their financial data and tools more efficiently. This matters because it can improve the accuracy and reliability of financial research.