Trace Span Explainer Agent

What Trace Span Explainer Agent does

A trace span explainer agent is an AI agent specialized in trace span explainer. It does not answer from memory alone. It inspect logs, metrics, and repository artifacts, stores observations, verifies completeness, and delivers engineering investigation report with explicit gaps when tools fail.

The agent receives a trace span explainer task, plans tool calls (logs, metrics, repository, terminal), executes inspect logs, metrics, and repository artifacts, keeps working notes, verifies the draft, and publishes engineering investigation report. If log query timed out or returned incomplete spans, it narrow the time window and correlate with deployment events. This page simulates that observable loop — not private chain-of-thought.

Workflow

Each step maps to a node in the lab above. Scroll up to play and watch the packets travel.

1. 01

   Input

   Receive task

   Accept the trace span explainer request and output constraints.

   Data preview

   In

   Run trace span explainer for Q3: produce engineering investigation report with audit trail.

   Out

   Normalized objective: produce engineering investigation report.

2. 02

   Plan

   Plan the run

   Choose tool order for Inspect logs, metrics, and repository artifacts.