Adding Idempotency to OTLP Metrics Exports in Heka Insights Agent
When metrics exporters retry failed requests, they can accidentally create a subtle but serious problem: duplicate ingestion. That was the motivation …
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We made SigNoz's LLM observability actually reachable…
-and added the one signal it was missing Track 01 — AI & Agent Observability. A hackathon project built from scratch, July 20–26, 2026. There's a …
We Asked SigNoz How to Flag a Hallucinating Agent. They Said "We Haven't Figured That Out." So We Did.
By Team ThunderBoltz · Agents of SigNoz Hackathon · Track 1: AI & Agent Observability In the kickoff Q&A for the Agents of SigNoz hackathon, w…
We instrumented an AI agent swarm with SigNoz, and its own telemetry told us we were wrong about almost everything
Built for the WeMakeDevs Agents of SigNoz hackathon, July 2026. Mission Control. The graph is the swarm, the river underneath it is the live span stre…
Mackerel's Log Feature Just Opened in Beta — Here's What It Takes to Wire It Into an OTLP Pipeline
TL;DR Mackerel — Hatena's Japan-origin observability platform — opened its log feature as public beta on July 16, 2026 . In response, this repository …
Instrumenting an AI-Powered GitHub Analyzer with OpenTelemetry and SigNoz
This article is my submission for the Agents of SigNoz Hackathon : Blog Track, where participants instrument real applications with OpenTelemetry and …
Left of the Loop: The Kybernetes
The kybernetes was the helmsman who steered a Greek ship, reading the wind and working the steering-oar to hold a course. The word is the root of two …
When an LLM answer is wrong, the trace is where you look. Some tools make that easy.
A user reports a hallucinated answer in prod. To fix it you need the full trace of that one request, and how fast you can pull it depends entirely on …
Mastering Production Reliability: Practical Observability with OpenTelemetry, Prometheus, and GitHub Actions
In modern software engineering, traditional monitoring — simply knowing if a system is up or down — is no longer enough. High-velocity engineering tea…
AI Observability: Logs, Prompts, Tool Calls, And Cost
Here's a five-line function. It calls an LLM, logs the answer, returns it. async function ask ( question : string ) { const res = await openai . respo…
Custom OpenTelemetry Collector for Oracle WebLogic: Bringing Observability to Enterprise Java
Oracle WebLogic Server powers countless enterprise Java systems. But getting observability out of it has always meant juggling multiple tools, agents,…