This document discusses the growing adoption of cloud native applications and observability solutions. It notes that observability has expanded beyond just metrics, logs, and traces to provide more context. Traditional data extraction tools only provide limited visibility into production issues. The document introduces the concept of dynamic observability which provides real-time data from production code without deploying code changes. This allows for quicker bug resolution, reduced costs, and increased efficiency across development and operations teams.