Navigating Metrics in Code

This chapter explores the complexities of metrics collection in software development, contrasting the push model of StatsD with the operational mechanics of Prometheus. It highlights the importance of choosing the right methodologies while addressing challenges such as network reliability and configuration. Additionally, it reflects on industry lessons learned from software failures and the significance of robust service discovery for operational integrity.