This article explains how to monitor AI agent applications on Amazon Bedrock AgentCore using Grafana Cloud. It covers deployment, observability with OpenTelemetry, and how to debug and optimize performance while tracking costs. A step-by-step tutorial guides you through creating a research assistant agent.

This article explains how to send OpenTelemetry traces and logs from Cloudflare Workers to Grafana Cloud. It outlines the configuration steps and highlights the benefits, such as pre-built dashboards for monitoring application performance and diagnosing issues.

Grafana Alloy, the OpenTelemetry Collector distribution launched a year ago, has seen significant adoption and development, now supporting over 525,000 active instances. The article highlights Alloy's unique capabilities, including native pipelines for both OpenTelemetry and Prometheus, live debugging features, and Fleet Management for centralized control in Grafana Cloud. Future enhancements are focused on aligning with OpenTelemetry standards and improving user experience for debugging and configuration.

Goutham Veeramachaneni discusses how Beyla, an open-source eBPF-based instrumentation tool, simplifies monitoring in homelabs by providing consistent observability across diverse applications without requiring extensive manual coding. By leveraging eBPF and OpenTelemetry, Beyla enables users to collect telemetry data effortlessly, making it easier to address challenges in observability for both personal and production environments.

Grafana Beyla 2.5 introduces significant updates built on OpenTelemetry eBPF Instrumentation, including support for MongoDB protocols, JSON-RPC for Go applications, manual span capabilities, enhanced NodeJS distributed tracing, and a new survey mode for service discovery. These features aim to improve observability and maintain compatibility within the OpenTelemetry ecosystem while allowing community contributions.

Learn how to utilize OpenTelemetry tracing through an interactive grand strategy game called Game of Traces, designed to help engineers grasp observability concepts. Players capture villages and manage resources while tracking interactions between services, showcasing how traces reveal the state of operations within a microservice architecture. The game leverages the Grafana LGTM Stack to illustrate telemetry signals in action.