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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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