Observability
Monitor applications with logging, metrics, tracing, and alerting.
How it works
Generates observability stacks: structured logging (Pino/Winston), distributed tracing (OpenTelemetry), metrics (Prometheus/Datadog), alerting rules, and dashboard configurations. Handles correlation IDs across services, log aggregation, and SLO-based alerting.
Example prompts
“Set up OpenTelemetry tracing across my microservices”
“Build a monitoring dashboard with Prometheus and Grafana”
“Add structured logging with correlation IDs to my API”
Real-world example
A team debugging production issues across 6 services set up OpenTelemetry tracing, structured JSON logging with correlation IDs, and Grafana dashboards with SLO-based alerts — reducing mean time to resolution from 45 minutes to 8 minutes.
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