Observability's Next Frontier: Comprehension Over Logs

Engineers still default to logs for debugging, but logs are costly, slow, and fragile for metrics. The future lies in correlated signals—metrics, traces, logs, and profiling—each used for its strength. AWS argues that extracting metrics from logs should end by 2026, urging direct instrumentation instead.