HOW SENTRY BUILT ANOMALY DETECTION FOR MONITORING DATA

Summary from the TLDR Web Dev newsletter

This blog post details how Sentry's AI/ML team developed a time series anomaly detection system using Matrix Profile and Meta's Prophet library [9]. Instead of traditional threshold and percentage-based alerting, the ML-based system detects subtle and complex anomalies in application data, in near real-time. Read the