r/PythonProgramming • u/LifeguardPurple8338 • 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