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Monitoring

This project includes a basic uptime check and Prometheus metrics exposure.

Healthcheck (GitHub Action)

  • A scheduled GitHub Action (.github/workflows/monitoring-ping.yml) pings the Space health endpoint every 15 minutes.
  • If the healthcheck fails, the workflow creates a GitHub issue notifying maintainers.

Prometheus metrics

  • Backend exposes /metrics (Prometheus text format).
  • You can configure Prometheus to scrape https://01ammu-data-cleaning-openenv.hf.space/metrics.
  • A sample Prometheus scrape config is included in infra/prometheus.yml.

Recommendations

  • Configure an alerting/notification channel for critical failures (PagerDuty, Email, Slack).
  • Add more detailed application-level metrics (job latency, queue length, errors) via prometheus_client.
  • Consider adding uptime checks for the frontend after deployment (Vercel URL).