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Promptfoo

CLI-first prompt testing, evaluation, and prompt management platform for LLM apps.


Overview

Promptfoo provides a developer-friendly CLI and GitHub Actions integration to run systematic evaluations against your prompts and LLM outputs. It supports red-teaming, cost tracking, and multi-model comparison out of the box, making it ideal for iterative prompt engineering without heavy platform dependencies.

Best for

  • rapid prompt iteration
  • CI/CD prompt regression testing
  • red-teaming safety checks

Trade-offs

vs LangSmith
Promptfoo excels at lightweight, code-first evals and CI integration; LangSmith offers deeper runtime tracing and production monitoring.

What XeroHack pre-wires

When you pick Promptfoo in the interview, the engine emits these files into your scaffold:

  • npx promptfoo@latest init
  • GitHub Actions prompt regression workflow

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