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A Validated general Tool for Your AI

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promptfoo is an open-source testing and evaluation framework for LLM prompts, agents, and RAG systems with red teaming capabilities and multi-model comparison support.

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SETUP TIME
15 min
SKILL LEVEL
intermediate
COST TO RUN
Free to use locally via npm. API costs depend on which models you test against (e.g., OpenAI, Anthropic, Ollama local); promptfoo itself has no metered fees.
SAFETY SCORE
90/100
A DAY WITH THIS

It is 10am. You've written three versions of a customer onboarding prompt. You paste all three into promptfoo with your test cases, set it to run against GPT-4, Claude, and Llama, and within seconds see side-by-side quality scores and failure patterns. You spot that version two handles edge cases 12% better. You ship it.

WHAT YOUR AI CAN DO WITH THIS
01Your AI automates repetitive customer touchpoints, freeing your team to focus on high-value relationship building
02Your AI personalizes customer communications at scale, delivering relevant messages that increase engagement and loyalty
03Your AI analyzes customer data patterns, providing actionable insights that inform smarter business decisions
TRY THIS FIRST
Compare two prompts side-by-side
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STACKS WELL WITH
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SUBSCRIBERS ONLY

The exact prompts, config and setup instructions are available to Followloop subscribers.

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WHY FOLLOWLOOP

Your AI operates transparently within your workflows, maintaining full compliance with data privacy standards. All customer data remains secure and under your complete control.

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Get access to this tool and 700+ other safety-validated resources through Followloop.

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FOR INTERMEDIATES

Requires understanding prompt engineering, test case design, and some comfort with CLI/config files; no coding required, but you'll need to think about evaluation criteria upfront

SAFETY STATUS
Safety score90/100
URL reputation checked
Prompt injection screened
Malicious code scan
Re-scanned every 6h
MORE IN GENERAL

Every tool in Followloop is screened like this one.

Claude will eat your time. Followloop gives it back, with interest.

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