The document discusses the challenges of managing a rapidly growing number of tests using TeamCity as a CI tool, highlighting issues such as flakiness and lack of effective test management. It emphasizes the need for a central management system to enhance automation quality, decision-making, and development velocity through better analysis and control of test states. The proposed solution, an automation manager, aims to gather test run data and improve test stability and risk analysis.