Resource

AI Agent Benchmark Starter Kit

Use this checklist and template to stand up a benchmark workflow quickly and avoid common evaluation mistakes.

What Is Included

  • Benchmark planning template (Markdown).
  • Metric checklist for quality, robustness, latency, cost, and security.
  • Run review section for failure analysis and remediation.

How to Use It

  1. Duplicate the template and fill in your target workflow.
  2. Define success thresholds before running tests.
  3. Run baseline and record raw outputs.
  4. Iterate one variable at a time.
  5. Promote only after repeatable improvement.