microsoft/fabric-toolbox
Jul 2025 – Mar 2026
4 Months active
Languages Used
JSONPythonYAMLSQLMarkdownpython
Technical Skills
API IntegrationConfiguration ManagementData Pipeline ManagementDelta LakeFabric DeploymentNotebook Development
kethom-analytics
PROFILE
Kethom-analytics
Over four months, S9kethom developed and enhanced the Fabric Unified Admin Monitoring (FUAM) solution within the microsoft/fabric-toolbox repository, focusing on deployment automation, data pipeline reliability, and operational visibility. S9kethom implemented API-driven deployment flows, refactored configuration management for multi-environment stability, and upgraded data migration processes using Python, SQL, and PySpark. The work included integrating new data sources, standardizing capacity metrics, and improving notebook-based deployment logic to streamline go-live and reduce manual intervention. These contributions established a robust foundation for future analytics and governance, demonstrating depth in cloud deployment, data engineering, and DevOps practices without introducing major bugs.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
8Total
Bugs
0
Commits
8
Features
4
Lines of code
279,523
Activity Months4
Your Network
48 peopleWork History
March 2026
4 Commits • 1 Features
Mar 1, 2026March 2026: Delivered API-driven deployment automation for microsoft/fabric-toolbox, enabling API-based execution by removing post-deployment configuration. Increased FUAM deployment notebook reliability by extending initialization timeouts and correcting timeout handling. Clarified deployment prerequisites for notebook execution, reducing environment-related failures. Added visibility into Capacity Metrics execution for better capacity planning and observability. These changes streamline automated deployments, reduce manual steps, and strengthen the API-first deployment automation and notebook-based workflows.
4 Commits • 1 Features
Mar 1, 2026March 2026: Delivered API-driven deployment automation for microsoft/fabric-toolbox, enabling API-based execution by removing post-deployment configuration. Increased FUAM deployment notebook reliability by extending initialization timeouts and correcting timeout handling. Clarified deployment prerequisites for notebook execution, reducing environment-related failures. Added visibility into Capacity Metrics execution for better capacity planning and observability. These changes streamline automated deployments, reduce manual steps, and strengthen the API-first deployment automation and notebook-based workflows.
March 2026
February 2026
2 Commits • 1 Features
Feb 1, 2026February 2026: Delivered FUAM Data Upgrade and Capacity Metrics Enhancement for microsoft/fabric-toolbox, enabling v53 capacity metrics, correcting CapacityId formatting, ensuring audit logs storage, and relocating data migration to a dedicated initialization notebook. Upgraded FUAM Lakehouse to the latest version with uppercase CapacityIds, establishing a robust foundation for future data quality improvements and analytics. This work improves data reliability, governance readiness, and accelerates downstream analytics.
February 2026
2 Commits • 1 Features
Feb 1, 2026February 2026: Delivered FUAM Data Upgrade and Capacity Metrics Enhancement for microsoft/fabric-toolbox, enabling v53 capacity metrics, correcting CapacityId formatting, ensuring audit logs storage, and relocating data migration to a dedicated initialization notebook. Upgraded FUAM Lakehouse to the latest version with uppercase CapacityIds, establishing a robust foundation for future data quality improvements and analytics. This work improves data reliability, governance readiness, and accelerates downstream analytics.
December 2025
1 Commits • 1 Features
Dec 1, 2025In December 2025, delivered key enhancements to Fabric Unified Admin Monitoring within microsoft/fabric-toolbox, added new data sources, refreshed reports, and improved deployment processes, anchored by the Release 2026.1.1 tag. No major bugs reported this month; the focus was feature delivery and deployment automation. Impact includes enhanced operational visibility, faster issue detection, and streamlined deployment, enabling proactive governance of Fabric environments. Technologies and practices demonstrated include data source integration, reporting improvements, deployment automation, versioned release management, and CI/CD discipline.
1 Commits • 1 Features
Dec 1, 2025In December 2025, delivered key enhancements to Fabric Unified Admin Monitoring within microsoft/fabric-toolbox, added new data sources, refreshed reports, and improved deployment processes, anchored by the Release 2026.1.1 tag. No major bugs reported this month; the focus was feature delivery and deployment automation. Impact includes enhanced operational visibility, faster issue detection, and streamlined deployment, enabling proactive governance of Fabric environments. Technologies and practices demonstrated include data source integration, reporting improvements, deployment automation, versioned release management, and CI/CD discipline.
December 2025
July 2025
1 Commits • 1 Features
Jul 1, 2025July 2025 delivered a feature-rich update for the Fabric Toolbox focusing on FUAM (Fabric Unified Admin Monitoring) deployment and notebook enhancements. Key delivery: Release 2025.7.1 for FUAM, including updated deployment configuration, enhanced notebook content, and refactored configuration files to improve deployment reliability and maintainability. While no separate major bug fixes were logged this month, the configuration refactors and deployment logic improvements reduced drift and stabilised multi-environment deployments. Business impact includes faster go-live for FUAM deployments, improved monitoring reliability, and a clearer path for future updates. Technologies demonstrated include Python/notebook-based deployment logic, configuration management, refactoring for maintainability, and robust version-control practices (Git).
July 2025
1 Commits • 1 Features
Jul 1, 2025July 2025 delivered a feature-rich update for the Fabric Toolbox focusing on FUAM (Fabric Unified Admin Monitoring) deployment and notebook enhancements. Key delivery: Release 2025.7.1 for FUAM, including updated deployment configuration, enhanced notebook content, and refactored configuration files to improve deployment reliability and maintainability. While no separate major bug fixes were logged this month, the configuration refactors and deployment logic improvements reduced drift and stabilised multi-environment deployments. Business impact includes faster go-live for FUAM deployments, improved monitoring reliability, and a clearer path for future updates. Technologies demonstrated include Python/notebook-based deployment logic, configuration management, refactoring for maintainability, and robust version-control practices (Git).
Activity
Loading activity data...
Quality Metrics
Correctness90.0%
Maintainability82.6%
Architecture82.6%
Performance82.6%
AI Usage35.0%
Skills & Technologies
Programming Languages
JSONMarkdownPythonSQLYAMLpython
Technical Skills
API DevelopmentAPI IntegrationCloud ComputingCloud ServicesConfiguration ManagementData AnalysisData EngineeringData MigrationData Pipeline ManagementDelta LakeDeployment AutomationDevOpsFabric DeploymentJupyter NotebooksNotebook Development
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline