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ai-tracing-requests

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Trace and audit AI requests end-to-end.

Software Engineering#debugging#observability#tracing#per-step#lm-calls
Authorlebsral
Version1.0.0
Installs0

System Documentation

What problem does it solve?

See exactly what happened during a single AI request, enabling precise debugging, auditing, and compliance.

Core Features & Use Cases

  • Per-step tracing to view LM calls, intermediate results, and timings.
  • OpenTelemetry instrumentation for production-grade tracing and back-end integration.
  • JSONL trace export and trace viewer setup for audit trails and post-mortem analysis.
  • DSPy inspection integration to easily inspect and reproduce a failing request.
  • Provides structured guidance for tracing in pipelines and debugging complex flows.

Quick Start

Run a trace on a specific request to view per-step LM calls and latencies.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-tracing-requests
Download link: https://github.com/lebsral/DSPy-Programming-not-prompting-LMs-skills/archive/main.zip#ai-tracing-requests

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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