The CoPE and Other Teams, Part 1: Introduction & Auto-Instrumentation

The concept of a Center of Production Excellence (CoPE) aims to introduce change within organizations by disrupting the status quo to encourage exploration and innovation, as modeled by Laurent Hébert-Dufresne's research on social organization and behavioral norms. The CoPE seeks to implement coordinated changes that promote prosocial behaviors over individualistic achievements, with a focus on both bottom-up and top-down practices that mutually reinforce each other. These practices include socio-technical reforms at various organizational levels and emphasize the importance of observability using tools like Honeycomb. Observability is achieved through the instrumentation of software to produce detailed telemetry data, enabling developers to analyze system behavior through high-cardinality, wide events. OpenTelemetry (OTel) is highlighted as a tool for auto-instrumentation, facilitating the transition from traditional metrics to distributed tracing, ultimately aiding developers in focusing on customer experience and production excellence. The introduction of structural constraints, such as requiring Honeycomb queries in pull requests, helps embed these practices into the workflow, promoting long-term cooperation that benefits the group.