Senior Software Engineer Kathleen Xue at Shaped, a Y Combinator-backed API company, fixed a year-old latency bug in a single Claude session by using the SigNoz MCP server to analyze traces and code to…
SigNoz announced support for monitoring DSPy programs via OpenTelemetry, enabling real-time visibility into DSPy module calls and language model requests. The integration uses the OpenInference DSPy i…
A developer using SigNoz discovered that their AI agent workflow silently completed despite a research agent timing out and returning no data. The fallback logic allowed the system to return a success…
A developer built a security monitoring system for AI coding agents after their Claude Code agent unexpectedly modified a config file during a refactoring task. The system uses taint tracking and poli…
A developer built a crew of four AI agents—Logic Reviewer, Style Reviewer, Performance Reviewer, and a Moderator—to simulate real team code review, then used SigNoz and OpenTelemetry to trace and debu…
A developer traced an AI agent's decision loop using OpenTelemetry and SigNoz, catching the model calling the same calculator tool three times with identical input. The agent, built with a ReAct-style…
A developer built GitIntel, an AI-powered GitHub repository analyzer using Gemini 2.5 Flash, and instrumented it with OpenTelemetry and SigNoz to gain end-to-end observability. The tool analyzes repos…
Datadog's modular pricing model, with over 40 separately metered products, routinely causes invoices two to three times higher than initial estimates, according to an analysis of Datadog's official pr…
A developer instrumented a Python-based AI agent pipeline using OpenTelemetry and SigNoz to track LLM latency and cost. The setup uses explicit inline tracing to capture domain-specific metrics like t…
Cohere has released a no-code OpenTelemetry instrumentation package for monitoring its AI APIs, enabling developers to trace Chat, Embed, and Rerank requests end-to-end in SigNoz without modifying app…
A developer self-hosted SigNoz to trace a multi-step LLM agent pipeline, finding the GenAI semantic-convention attributes the most useful feature. The setup required only a minimal Foundry CLI deploym…
A developer explored SigNoz, an open-source observability platform built on OpenTelemetry, and found it easy to set up with Docker. The platform's distributed tracing feature impressed the developer b…
SigNoz released a new dashboard for monitoring Cohere applications using OpenTelemetry trace data, providing metrics on request volume, errors, token consumption, latency, model usage, and request-typ…
A developer building an AI-powered platform for rare disease diagnosis used SigNoz to add observability to a LangGraph-based multi-agent system. The system, which includes twelve components like an Or…
SigNoz released a redesigned Dashboards V2 API with a new JSON/Terraform schema, partial PATCH updates, key-value tags, personal pins, and enhanced panel styling. The update, rolling out July 27, is b…
SigNoz has released a Model Context Protocol (MCP) that lets engineers investigate logs and traces using natural language instead of manual queries. The tool automatically navigates to relevant servic…
Langflow 1.10+ now includes built-in OpenTelemetry support for real-time observability of visual AI workflows. Users can export flow and LLM traces to SigNoz by running the official Docker image with …
SigNoz released a new dashboard for monitoring Langflow applications using OpenTelemetry trace data, providing metrics on LLM token consumption, latency, model usage, agent activity, and errors to hel…
LogicMonitor faces growing competition from alternatives like SigNoz, Datadog, and Dynatrace as organizations seek cost-effective, flexible monitoring solutions. SigNoz offers a free open-source optio…
SigNoz and OpenTelemetry enable distributed tracing in a Golang application with three microservices, using OpenTelemetry Go SDK for instrumentation and OTLP export to SigNoz for visualization. The op…