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set-up-ab-testing

Official

A/B test your LLM changes on real traffic

Software Engineering#A/B testing#user engagement#production testing#LLM experimentation#LLM rollout
AuthorContextJet-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you test changes to LLMs in real-world traffic, allowing you to validate improvements before rolling them out to all users.

Core Features & Use Cases

  • Controlled Rollouts: Perform controlled experiments to test new prompts, models, or retrievals.
  • Traffic Splitting: Split traffic between a control and experimental group.
  • Performance Measurement: Monitor impact on user engagement and business metrics.
  • Use Case: When you want to introduce a new prompt or model into your application, this Skill helps you validate its impact on real users without risking the overall experience.

Quick Start

Run an A/B test on your prompt with the "A/B test my prompt" command.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 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: set-up-ab-testing
Download link: https://github.com/ContextJet-ai/awesome-llm-observability/archive/main.zip#set-up-ab-testing

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