SRE Metrics Dashboard
You cannot improve what you cannot see. Anubiz Engineering builds SRE dashboards that give your team and leadership clear visibility into reliability metrics — SLO compliance, error budget consumption, incident trends, deployment risk, and operational toil. Every metric connects to a decision your team needs to make.
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SLO Compliance View
The primary dashboard shows SLO compliance for every service with a defined objective. Color-coded status (green/yellow/red) based on remaining error budget. Drill-down into each SLO shows the underlying SLI time series, recent budget-consuming events, and a 7-day burn-rate trend. Engineering leads see at a glance which services are healthy and which need attention.
Incident Analytics
Trend dashboards show incident frequency by severity, MTTD (mean time to detect), MTTA (mean time to acknowledge), MTTR (mean time to resolve), and recurrence rate. Filters by service, team, and time range let you drill into specific problem areas. A monthly comparison view highlights improvement or regression in incident metrics. This data drives staffing, tooling, and architecture investment decisions.
Deployment Risk Metrics
Every deployment is tracked with its outcome: successful, rolled back, or incident-causing. The dashboard shows deployment frequency, change failure rate (percentage of deploys causing incidents), and lead time from commit to production. These DORA metrics correlate deployment practices with reliability outcomes. A rising change failure rate signals the need for better testing or smaller batch sizes.
Toil and Operational Load
We track operational toil: manual scaling events, certificate renewals, ad-hoc debugging sessions, manual data fixes, and one-off script runs. Each is logged with time spent and categorized by automation potential. The dashboard shows toil hours per engineer per week, trending over time. When toil exceeds 30% of an engineer's time, it triggers a review to prioritize automation of the top toil sources.
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