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OBSERVABILITY & SRE

Monitoring & Observability

Prometheus, Grafana, OpenTelemetry, and ClickHouse-backed log/metric pipelines — observability platforms that find problems before customers do.

ALERTMANAGER

Active Alerts

3 firing
99.96%
Uptime
1.2ms
P50
18ms
P99
SLOBurnRate
payment-api
CRITICAL2m
HighLatencyP99
wallet-svc
WARNING5m
PodRestartLoop
odds-engine
WARNING12m
DiskUsage90pct
loki-store
INFO1h

Sample alert feed — illustrative only

Observability Capabilities

Observability platforms, engineered top to bottom

Capability · 01

Metrics & Time-Series

Prometheus, Mimir, Cortex — with PromQL alerting, SLO budgets, and long-term retention on object storage.

  • Prometheus + Mimir / Cortex
  • PromQL recording rules
  • SLO + error-budget burn rates
  • S3-backed long retention
Capability · 02

Logging Pipelines

OpenSearch, Loki, ClickHouse, Vector / Fluent Bit — structured logging with cost-aware tiering.

  • Loki + ClickHouse log warehouses
  • Vector / Fluent Bit shipping
  • Structured JSON logging
  • Hot / warm / cold tiering
Capability · 03

Distributed Tracing

OpenTelemetry SDKs, Tempo, Jaeger — full request-trace stitching across event-driven services.

  • OpenTelemetry SDKs (Go / Node / JVM)
  • Tempo / Jaeger backends
  • Cross-service trace correlation
  • Service-map visualization
Capability · 04

Alerting & On-Call

Alertmanager, PagerDuty, OpsGenie — with SLO-derived alerts and runbook-linked playbooks.

  • Alertmanager rule packs
  • PagerDuty / OpsGenie routing
  • SLO-derived burn-rate alerts
  • Runbook-linked annotations
Capability · 05

APM & Continuous Profiling

Datadog, New Relic, Pyroscope, Parca — continuous CPU / heap profiling tied to deploys.

  • Datadog / New Relic APM
  • Pyroscope / Parca profiling
  • Continuous CPU + heap profiling
  • Deploy-tagged profiles
Capability · 06

Dashboards & Reporting

Grafana, Looker Studio — golden-signal dashboards, exec reports, and per-team SLO views.

  • Grafana dashboard libraries
  • Golden-signal panels
  • Per-team SLO views
  • Exec / business reports
Tech Stack

Technologies We Use

PrometheusGrafanaLokiTempoOpenTelemetryClickHouseDatadogNew RelicPyroscope

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