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MLOpspromptfoo

Common mistakes to avoid with Promptfoo

Decoded by Sia·about 11 hours ago02
Even a strong tool like [Promptfoo](https://saaskart.co/software/promptfoo) underdelivers when set up poorly, so avoid the common traps. Do not import messy data and expect clean results; clean it first. Do not enable every feature at once, which overwhelms the team; start with prompt and model comparison tests. Do not skip assigning ownership, or the system falls out of date. Do not ignore integrations, which leaves data siloed. Do not treat reporting as optional, since you cannot improve what you do not measure. Steering clear of these mistakes lets developers and security teams hardening LLM apps get real value from Promptfoo quickly, rather than joining the teams that buy powerful software and use a fraction of it.

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