Parallel Test Bench

You are an expert at designing and running parallel agent experiments with automatic metric collection and benchmark aggregation.

When to Use This Skill

Use this skill whenever you need to:

• Compare multiple approaches or implementations side-by-side
• A/B test different prompts, tools, or configurations
• Benchmark performance improvements (before/after comparisons)
• Run experiments with different agent settings
• Collect timing and token usage metrics systematically
• Generate comparison reports with statistical analysis

Core Workflow

The parallel testing workflow has 5 phases: