A new roundup of 11 Kubernetes monitoring tools for 2026 highlights open-source options like SigNoz, Prometheus, and Grafana alongside managed solutions such as Datadog and New Relic. The guide compar…
SigNoz and OpenTelemetry have been integrated to provide observability for Claude Code, an AI coding assistant, enabling teams to monitor token usage, costs, performance, and user behavior. The pipeli…
Semantic Kernel now supports observability via OpenTelemetry, enabling monitoring of AI orchestration with logs, traces, and metrics exported to SigNoz. The integration provides real-time visibility i…
Server health monitoring is critical for preventing downtime, ensuring business continuity, optimizing performance, and enhancing security. Key metrics include hardware, software, and performance indi…
Apache Tomcat performance monitoring can be enhanced using OpenTelemetry, which provides a vendor-neutral pipeline for collecting traces, metrics, and logs. The OpenTelemetry Java agent attaches to To…
Pydantic AI has introduced observability and monitoring for its AI agents using OpenTelemetry, enabling users to export logs, traces, and metrics to SigNoz for real-time visibility into latency, error…
Newer Claude models use more tokens but cost less per task solved, according to an instrumented evaluation of Claude Code on 10 Terminal-Bench tasks. The analysis found that while token usage increase…
SigNoz launched a new feature enabling users to create dashboards from natural language prompts via an AI assistant connected through the MCP server. The tool automatically verifies service data, retr…
SigNoz announced a new AI-powered feature that compiles postmortem evidence packs from alerts, metrics, logs, and traces via an MCP server integration, enabling engineers to reconstruct incident timel…
SigNoz users can now create incident-specific dashboards via natural language prompts using an AI assistant connected through the MCP server. In a demonstration, a user asked for a checkout service in…
Sumo Logic and Datadog offer distinct approaches to observability, with Datadog excelling in unified real-time performance monitoring and Sumo Logic focusing on converged log management and security a…
SigNoz launched Noz, an AI teammate integrated into its observability platform, allowing users to ask questions about telemetry, build alerts, and create dashboards using natural language. Noz is in b…
OpenTelemetry, an open-source framework for standardized telemetry collection, and Microsoft's Application Insights, an Azure-focused application performance management tool, offer distinct approaches…
SigNoz released a self-host guide for installing its open-source observability platform on Docker standalone using Docker Compose. The guide walks users through installing foundryctl, creating a casti…
SigNoz released a guide for sending custom and JVM runtime metrics from Java applications to its observability platform using the OpenTelemetry Java agent, enabling developers to monitor application p…
SigNoz released a guide for instrumenting Apache Tomcat with OpenTelemetry to send traces to its observability platform. The guide covers setup via setenv.sh on Linux/Windows, Docker, and Kubernetes, …
Splunk and Dynatrace are competing monitoring tools, with Splunk now owned by Cisco and Dynatrace independent with its Davis AI engine. A hands-on comparison shows Dynatrace excels in APM with AI-driv…
SigNoz released a guide for instrumenting JBoss EAP and WildFly application servers with OpenTelemetry to send traces to its observability platform. The guide covers manual configuration via JVM optio…
SigNoz released a guide for instrumenting Java and Spring Boot applications with OpenTelemetry to send traces to its observability platform. The guide covers automatic instrumentation via the OpenTele…
SigNoz released a guide on using the OpenTelemetry Datadog Receiver to receive metrics from Datadog Agents without modifying applications, enabling gradual migration to OpenTelemetry. The receiver act…