Month: 2025-03 — Key features delivered across the KnowHow suite improved data correctness and cache efficiency: - Project KPI Cache Invalidation Enhancements: ensure project-specific KPI caches are evicted across services when project configurations or field mappings change, improving data consistency. (commits 565cad4b82f76611fad2c6807e26d4a90df5452e and 5b16cf4beed9bee81ec4784d1a77b74a29af477c) - DSR KPI Data Caching: introduced caching for DSR KPI data, added fetchDSRData to KpiDataCacheService, refactored KpiDataProvider to use the new cache, and added tests for the DSR data path. (commits 385c2709a506e371cbc58cbfae62cd66213eb0e8 and 8e1103f5a6a78e0e51d22157ed2e14c8eb249512) - Cache code cleanup and KPI constant introduction: removed an unused cache-clearing constant and introduced ALL_KPI for broader cache operations/data retrieval; cleaned up obsolete configurations. (commit 87d3782f887e84726a3b669025c39acd93b77fb2) - Cache Eviction Improvements Across Processors and Project Cache Clearing: consolidated eviction logic across processors (Azure, Sonar) with project ID-based cache clearing and eviction after successful data processing to reduce stale data. (commits a5a5c85b173ce4b7d2419309538af94c531e2d1a, 01c8b83bbb73c9e31c92593811be8963796665bf, b27b91b6fac8276ba1a5ec716e1895ef60b27880)

February 2025 delivered cross-repo KPI improvements, strengthened data integrity, and stabilized CI, driving faster insights and more reliable KPI reporting. Implemented unified KPI caching and eviction across API, common, and processor services; enhanced delay reporting with category-wise delays and negative-number handling; introduced Mongock-based schema management for KPI master data; fixed critical install-time initialization and UI/export issues; and improved test reliability across CI.

January 2025 performance summary for PublicisSapient Know-how projects. Delivered expanded KPI capabilities, performance optimizations, and stability improvements across knowhow-api and knowhow-ui. Strengthened data accuracy, governance, and developer productivity, enabling faster decision-making and improved end-user experience. These efforts improved forecasting accuracy, reduced operational risk, and prepared the platform for scalable growth.

December 2024 delivered substantial backend and UI improvements across Knowhow APIs, common, and UI modules, aligning KPI dashboards with the latest design and ensuring data accuracy, test coverage, and maintainability. The work focused on KPI/maturity dashboards, migrations, and UI filtering to enable faster decision-making and reliable metrics for stakeholders.

The month of 2024-11 delivered a KPI-driven expansion across knowhow-api and knowhow-common, focusing on visibility into defects, work status, and sprint health, while strengthening data quality and performance. Key KPI features, refactors, and caching improvements now power more reliable dashboards and faster decision-making for product and engineering stakeholders.