Backend & Platform
Observability & Monitoring
If you cannot see it, you cannot fix it. Full-stack observability from infrastructure down to LLM output quality.
8
Stack tools
8
Deliverables
Production
Focus
Focus
Backend & Platform
Production-ready delivery
Tech
CloudWatchWhat we build
OpenTelemetry instrumentation — traces, metrics, and logs from every service
Metrics stack — Prometheus + Grafana dashboards for infra, app, and AI metrics
Log aggregation — Loki, CloudWatch, or Elasticsearch
Distributed tracing — Jaeger or Tempo, every request traced end-to-end
LLM observability — latency, token cost, error rate, and output quality per model/prompt
Alerting — runbook-linked alerts routed to PagerDuty/OpsGenie/Slack, no alert fatigue
SLO/SLA tracking — error budget dashboards and burn rate alerts
Pipeline observability — every Airflow DAG run traced, data volume and quality in Grafana
Technology stack
CloudWatchDelivery
Running observability stack, dashboard set, alert rulebook, and on-call runbook.
Next step
Need this service scoped for your project?
We can map the implementation, estimate the work, and show where the technical risk sits before you commit.