observe

The observe group generates observability stacks for a named project: metrics, distributed tracing, log aggregation, APM, business KPIs, anomaly detection, predictive scaling, and alerting.

re-shell observe --help

Subcommand	Purpose
metrics <name>	Prometheus/Grafana integration with custom dashboards.
trace <name>	Distributed tracing with Jaeger/Zipkin across services.
logs <name>	Log aggregation with an ELK/EFK stack and structured logging.
apm <name>	Application Performance Monitoring with AI-powered insights.
business <name>	Business metrics and KPI tracking with real-time dashboards.
anomaly <name>	ML-based anomaly detection with automated response.
scale <name>	Predictive scaling and capacity planning with cost optimization.
alerts <name>	Custom alerting and incident management with escalation.

Examples

re-shell observe metrics acme-platform
re-shell observe trace acme-platform
re-shell observe logs acme-platform
re-shell observe alerts acme-platform

Run re-shell observe <subcommand> --help for the flags of any subcommand.

See also

• analyze — one-off performance/security analysis.
• k8s / Helm / GitOps — deploy the workloads you observe.