Infrastructure Performance Agent
Health scoring & regression detection
Built an infrastructure monitoring agent that computes a composite health score (0–100) for each service based on response times, error rates, throughput, and resource utilization. Uses rolling 30-day baselines to detect performance regressions before they cause user-visible impact. Alerts are generated when scores deviate beyond configurable thresholds, with root-cause analysis pointing to the degraded metric.
0–100
health score per service
30-day
rolling baselines
Pre-impact
regression detection
Auto
root-cause analysis
Architecture & Implementation
How it's built
Composite health scoring across 4 dimensions per service
Rolling 30-day baseline computation with outlier exclusion
Regression detection using statistical deviation thresholds
Root-cause analysis pinpointing degraded metrics
Azure Monitor integration for telemetry ingestion
Service Bus for event-driven alert distribution