Real-Time SLO Monitoring for Carrier Integration: Predictive Error Budget Alerting That Detects API Failures 30 Minutes Before SLA Breaches
You can build comprehensive SLO monitoring that catches carrier API failures 30 minutes before your customers notice anything wrong. But the approach most teams take—watching uptime percentages and setting static error rate thresholds—catches problems too late. Between Q1 2024 and Q1 2025, average API uptime fell from 99.