Blog

News, guides, and technical deep-dives from the Canary Edge team.

MigrationMarch 15, 20265 min read

Azure Anomaly Detector is Retiring: What You Need to Know

Microsoft is retiring Azure Anomaly Detector in March 2026. Here is what this means for your anomaly detection pipelines and how to migrate without downtime.

TechnicalMarch 10, 20268 min read

How LeWM World Models Detect Anomalies Without Labels

A technical deep-dive into Learned World Models and how self-supervised prediction error replaces the need for labeled anomaly data in time-series monitoring.

ProductMarch 5, 20266 min read

Canary Edge vs Azure: Feature Comparison

A side-by-side comparison of Canary Edge and Azure Anomaly Detector covering API compatibility, detection accuracy, latency, and pricing.