July 2025 monthly summary for microsoft/fabric-toolbox: Delivered session tagging enhancements to improve pipeline organization and metric traceability, added FUAM maintenance session tagging, and performed targeted clean-ups and API-alignment fixes. These changes increase observability, data consistency, and maintainability, with no user-facing regressions.

2025-06 Monthly Summary for MicrosoftDocs/fabric-docs focus on aligning Dataflow Gen2 Issues Documentation with the product experience shift from Power BI to Data Factory. The update ensures accurate product categorization in Known Issues and improves guidance for users troubleshooting Dataflow Gen2 issues.

April 2025: Implemented Notebook Session Tagging in Pipeline Configuration for microsoft/fabric-toolbox, adding a 'session' tag to notebook entries in pipeline-content.json to improve manageability, traceability, and observability of notebook sessions in the pipeline processing. This change supports governance, debugging, and operational efficiency by enabling session-level identification across pipeline runs.