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#observability

Gaining deep insights into system behavior through metrics, logs, and traces.

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We instrumented an AI agent swarm with SigNoz, and its own telemetry told us we were wrong about almost everything

We instrumented an AI agent swarm with SigNoz, and its own telemetry told us we were wrong about almost everything

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14 min read
Right Tool, Wrong Arguments: The Agent Failure Your Evals Wave Through

Right Tool, Wrong Arguments: The Agent Failure Your Evals Wave Through

2
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4 min read
We Asked SigNoz How to Flag a Hallucinating Agent. They Said "We Haven't Figured That Out." So We Did.

We Asked SigNoz How to Flag a Hallucinating Agent. They Said "We Haven't Figured That Out." So We Did.

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7 min read
Our incident-response agent got the root cause wrong 7 times out of 12. It still never made a bad rollback.

Our incident-response agent got the root cause wrong 7 times out of 12. It still never made a bad rollback.

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7 min read
Why We Stopped Using Log Aggregation for Everything

Why We Stopped Using Log Aggregation for Everything

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1 min read
An append-only audit log caught two accounting bugs in a 216-star usage tracker

An append-only audit log caught two accounting bugs in a 216-star usage tracker

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6 min read
Why TypeScript AI Developers Need Native Tracing Tools

Why TypeScript AI Developers Need Native Tracing Tools

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6 min read
trelix v2.7 to v2.9: The Release Where the Pipeline Itself Became the Product

trelix v2.7 to v2.9: The Release Where the Pipeline Itself Became the Product

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10 min read
Stop Leaving Findings in the Judge: The Ratchet That Turns Opinions Into Gates

Stop Leaving Findings in the Judge: The Ratchet That Turns Opinions Into Gates

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4 min read
Reject Queue Work by Deadline Slack Before Utilization Looks Dangerous

Reject Queue Work by Deadline Slack Before Utilization Looks Dangerous

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3 min read
Observability for Serverless: What's Different

Observability for Serverless: What's Different

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2 min read
How Old Is My Data? The Missing OpenTelemetry Signal

How Old Is My Data? The Missing OpenTelemetry Signal

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5 min read
Stop manually curling port 9600: Using MCP to triage Logstash bottlenecks

Stop manually curling port 9600: Using MCP to triage Logstash bottlenecks

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4 min read
Canary Gemini 3.6 Flash in Copilot With a Model-Rollout Evidence Envelope

Canary Gemini 3.6 Flash in Copilot With a Model-Rollout Evidence Envelope

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2 min read
Metadata-Only Tracing: Privacy-First Observability for AI Agents

Metadata-Only Tracing: Privacy-First Observability for AI Agents

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6 min read
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