In October 2024, delivered two high-impact initiatives across Exastro IT Automation, driving clarity, maintainability, and operational reliability. A User-facing Error Message Clarity Refactor standardized and improved error messaging across Python modules, enhancing user experience and developer feedback for object ID searches, input validation, and database connection information. In parallel, OASE Documentation Improvements and Agent Configuration Clarifications consolidated and extended guides on unknown events handling, event collection configuration, Ansible driver data types, and agent configuration (including EXASTRO_REFRESH_TOKEN and ITERATION limits), elevating usability and configuration correctness. These efforts reduce support overhead, accelerate onboarding, and improve system reliability for operators and developers.