Distributed Tracing with OpenTelemetry: A Complete Guide
I spent four hours on a Tuesday night debugging a 30-second API call. Four hours. The call touched 12 services — auth, inventory, pricing, three …
Read Article →Monitoring
7 articles about monitoring development, tools, and best practices
Kubernetes Horizontal Pod Autoscaling with Custom Metrics
CPU-based autoscaling is a lie for most web services. There, I said it.
I spent a painful week last year watching an HPA scale our API pods from 3 to …
Read Article →Observability Patterns for Distributed Systems: Beyond Metrics, Logs, and Traces
In today’s world of microservices, serverless functions, and complex distributed systems, traditional monitoring approaches fall short. Modern …
Read Article →Monitoring and Observability in Distributed Systems
In the world of distributed systems, understanding what’s happening across your services is both critical and challenging. As systems grow in …
Read Article →AI Anomaly Detection Systems: Architectures and Implementation
Anomaly detection has become a critical capability for modern organizations, enabling them to identify unusual patterns that could indicate security …
Read Article →SLO and SLI Implementation Guide: Building Reliable Services
In today’s digital landscape, reliability has become a critical differentiator for services and products. Users expect systems to be available, …
Read Article →Observability Platforms Comparison: Choosing the Right Monitoring Solution
As systems grow more complex and distributed, traditional monitoring approaches fall short. Modern observability platforms have emerged to provide …
Read Article →