Monitoring framework covering three service-health signals: Rate (request throughput), Errors (count or percentage of failing requests), and Duration (request latency distribution). Guiney recommends instrumenting RED metrics as a baseline and pairing them with Queue Time to spot saturation in workers, load balancers or Puma queues.