Dynatrace introduces configuration-as-code for logs, enhancing scalability in enterprise environments by automating log data acquisition, filtering, masking, and anonymizing. This system reduces manual work for DevOps and SRE teams by centralizing the orchestration of OneAgents, which dynamically tie logs to distributed traces, user sessions, and IT topology for enriched observability. The platform addresses the challenges of ephemeral log sources in Kubernetes-based architectures and varying team requirements by offering flexible configuration rules at multiple levels, ensuring compliance through on-source data filtering and sensitive data masking. Dynatrace's log acquisition toolkit automatically discovers relevant log sources, allowing customized setups that align with specific business needs, thereby streamlining observability efforts and reducing complexity in large-scale environments.