Ayobami enhanced the Azure-Proactive-Resiliency-Library-v2 by improving the accuracy of recommendation labeling for Azure Container Registries and Managed Clusters. Focusing on cloud configuration and DevOps practices, Ayobami reclassified security-related recommendations as general best practices, updating the recommendationControl field in YAML configuration files. This adjustment clarified the distinction between security and other operational guidance, making recommendations more actionable for operators. The work aligned the repository’s taxonomy with broader best practices, supporting future extensibility. Although the contribution was limited to a single feature over one month, the changes improved user guidance and consistency in how resiliency recommendations are presented and adopted.