Alerting Fatigue and Alert Threshold Design in Production
Ground alerts in user impact, not arbitrary metric thresholds.
Ground alerts in user impact, not arbitrary metric thresholds.
Choose agent or agentless monitoring based on workload type, not preference.
CloudWatch wins for AWS-native stacks, but Grafana excels with Kubernetes workloads.
Runtime choice determines which networking models, CNI integrations.
Terragrunt coordinates multi-module deployments and eliminates repetitive Terraform configuration.
Locking, splitting state, and drift detection prevent infrastructure chaos as teams scale.
App Runner's shutdown forces ECS Express Mode or standard Fargate as the only AWS path forward.
Split your pipeline into collection, transformation, and storage before comparing tools.
Separating instrumentation from backends preserves control and reduces vendor lock-in costs.
Choose based on operational overhead tolerance, not open-source philosophy.
K3s strips datacenter features to run Kubernetes on 512 MB of RAM.
Choosing a Kubernetes distribution determines how much compliance work remains before audit.