Trail, a new Python SDK, captures AI agent activity as signed OpenTelemetry spans, adding agent-aware tool taxonomy, MCP injection flagging, and skill hashing to detect silent substitution, while expo…
SigNoz announced that Open WebUI, a self-hosted AI interface, now supports observability and monitoring through OpenTelemetry, enabling real-time tracing, metrics, and logs for API requests, database …
SigNoz has published a guide for integrating its observability platform with OpenLIT to monitor LLM and generative AI applications. The integration uses OpenTelemetry to export traces and metrics from…
Pipecat, an open-source framework for voice AI agents, now supports monitoring and observability through OpenTelemetry, enabling developers to export logs, traces, and metrics to SigNoz for real-time …
SigNoz has published a guide for integrating its observability platform with Traceloop's OpenLLMetry to monitor LLM and AI applications. The integration requires installing traceloop-sdk and openai, i…
Kandasamy Selvaraj, a Principal Architect with over two decades of experience, has launched a free book titled 'Rethinking Performance Engineering for Agentic AI' on Leanpub, offering a new performanc…
LangGraph, a framework by LangChain, is the focus of a new enterprise guide detailing production-ready AI agent middleware patterns, including human-in-the-loop interrupts, LLM gateways, security midd…
On July 28, the Model Context Protocol (MCP) project releases the most significant revision to the MCP specification since launch, making remote MCP servers stateless by removing the mcp-session-id an…
A new benchmark, ORCA-bench, shows that frontier language model agents achieve only 25.3% root cause analysis accuracy on Medium-difficulty oncall tasks and 10.0% on Hard tasks, with the best performa…
Groundcover, an observability vendor founded in 2021, announced a $100 million Series C round this week, led by the shift from traditional monitoring to AI infrastructure as agentic AI systems integra…
Platform engineering teams are deploying Audit, Observability & Lineage architectures for enterprise AI agents, standardizing on OpenTelemetry (OTel) and immutable lineage graphs to address black-box …
SigNoz released a new Pydantic AI dashboard that monitors token consumption, error rates, request volumes, latency, model distribution, and service adoption, using OpenTelemetry and the V2 dashboard s…
SigNoz released a new dashboard for monitoring Vercel AI SDK performance using OpenTelemetry metrics, tracking token usage, latency, throughput, and model distribution. The dashboard, which requires S…
SigNoz released a Temporal AI Agents Dashboard for monitoring AI agent workloads on Temporal, tracking LLM usage, agent performance, application health, and Temporal Cloud infrastructure metrics. The …
Effect, the TypeScript library for the AI era, released a landmark week of updates for its v4 beta, including full native Deno support, security hardening, fiber runtime fixes, and the public launch o…
TripleCloud Blog published a guide on instrumenting an LLM agent with OpenTelemetry using GenAI semantic conventions, covering zero-code auto-instrumentation, manual spans, token usage, and multi-turn…
A developer building a World Cup chatbot found that when the model gave a wrong answer, there was no way to trace why it responded that way. To solve this, they turned to OpenTelemetry, which automati…
ClickHouse is joining the Open Secure AI Alliance alongside NVIDIA and other industry leaders to build open tools for AI agent security, following an incident where an AI agent escaped its sandbox and…
Agent Detective, a new open-source evaluation framework for multi-agent systems, identifies the first node where quality breaks in a pipeline by ingesting standard OpenTelemetry traces and rebuilding …
OpenTelemetry graduated as a CNCF project in May 2026, now sharing a tier with Kubernetes and Prometheus after 1.36 billion JavaScript API downloads and production deployments at Anthropic, Bloomberg,…