Managing observability across multiple cloud providers like AWS and GCP presents unique challenges, especially when integrating different deployment models such as Kubernetes and serverless functions. A dedicated monitoring cluster can help consolidate data and maintain visibility, while utilizing open standards like Prometheus can enhance data retention and accessibility. Instrumentation becomes crucial, particularly in serverless environments, where ensuring comprehensive monitoring requires thoughtful integration of external data sources.
