SigNoz has released a guide for setting up OpenRouter observability using OpenTelemetry, enabling developers to track LLM API requests, latency, and usage across multiple models in unified dashboards.…
Google has released a guide for setting up observability and monitoring for its Agent Development Kit (ADK) using OpenTelemetry, enabling developers to capture traces, logs, and metrics from AI agent …
The apcore project has introduced "Thought Spans," a new OpenTelemetry-based tracing system that captures AI reasoning steps alongside traditional system performance data. By wrapping each AI agent ex…
OpenTelemetry, the vendor-neutral CNCF specification for observability data, is revealing significant gaps in monitoring AI agents and RAG applications, according to a DevOps.com report. Traditional l…
A developer built TraceGuard, a lightweight Python library and CLI that functions as an execution flight recorder for autonomous agent runtimes. The tool detects three common failure modes in agentic …
ClickHouse announced three major observability updates at its Open House event: ClickStack Cloud in private preview, AI Notebooks in beta, and a new ClickStack MCP server. ClickStack Cloud is a fully …
Honeycomb's closing keynote at O11yCon argued that the primary reader of telemetry data is no longer a human but an automated process, rendering traditional observability frameworks obsolete. The talk…
A full stack engineer specializing in DevOps and AI infrastructure uses OpenTelemetry to instrument applications and collect telemetry data for real-time monitoring and performance optimization. The e…
OpenObserve has introduced a monitoring solution for AI agents in production that relies on distributed tracing rather than logs, as a single user request can trigger ten or more internal operations a…
SigNoz has released a guide for integrating LiteLLM observability with OpenTelemetry, enabling developers to capture traces, logs, and metrics from LiteLLM SDK and Proxy Server deployments. The integr…
SigNoz has released a guide for instrumenting CrewAI with OpenTelemetry to enable real-time observability into agent, model, and tool performance across AI workflows. The integration allows users to e…
SigNoz has released a guide for setting up OpenTelemetry-based observability and monitoring for the Vercel AI SDK, enabling developers to trace AI function calls, request durations, and custom metadat…
A developer traced a production Claude agent for 30 days and discovered four hidden bottlenecks consuming 47% of the monthly token budget. The agent, which performs code review and changelog drafting,…
SigNoz announced support for Mastra observability through OpenTelemetry, enabling developers to instrument AI applications and export traces for real-time monitoring of model performance, latency, err…
SigNoz now supports full observability for Ollama LLM workloads through OpenTelemetry, enabling developers to collect traces, logs, and metrics from local Python applications. The integration allows t…
SigNoz has released a guide for instrumenting Temporal workflow executions and AI agent patterns with OpenTelemetry, enabling real-time visibility through traces, logs, and metrics. The integration al…
SigNoz has released a guide for monitoring Kubernetes CronJobs using its `k8s-infra` OpenTelemetry collection agent, which automatically captures pod logs and Job metrics without requiring extra confi…
Claude Code users report declining output quality and efficiency, with complaints of less accurate edits and increased back-and-forth sessions appearing across developer communities. Anthropic's AI co…
SigNoz has released a new guide for instrumenting LangChain and LangGraph AI agent workflows with OpenTelemetry, enabling real-time observability of agent reasoning steps, tool invocations, and model …
OpenClaw has released a new observability integration using OpenTelemetry that provides real-time visibility into LLM applications and AI workflows by collecting traces, logs, and metrics. The integra…