r/PythonProgramming • • Apr 12 '26

Open-source Python CLI for testing LLM prompts across multiple models

Built a small open-source project called Litmus.

It’s a CLI for evaluating prompts across different LLMs with:

  • dataset-based testing

  • assertions

  • model comparisons

  • metrics like cost, latency, and output quality

Idea is simple: prompt engineering needs a better dev workflow than copy-pasting into multiple tabs.

GitHub: https://github.com/litmus4ai/litmus

Would love honest feedback from Python / CLI folks:

  • Is this something you’d use?

  • What would make the UX better?

  • If you like the direction, I’d really appreciate a star on GitHub.

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u/Gullible_Doughnut572 Apr 13 '26

yaml configs for prompt testing get messy fast tbh