Promptfoo Red Teaming: open source automated red-teaming with CI integration and comparative benchmark
In one sentence Promptfoo adds automated red teaming to its LLM testing framework: generates jailbreak attacks, prompt injection, and PII leak tests, compares resistance across different models, and integrates into CI/CD pipelines.
Development teams using LLMs in production need to systematically test model security before every release, just as they do for functional bugs. Promptfoo brings this level of automation to LLM red teaming.
The framework automatically generates hundreds of attacks across the main categories: jailbreak attempts, prompt injection to override system instructions, extraction of personal data (PII), and robustness tests against malicious inputs. No need to write attacks by hand.
The most useful feature for enterprise teams is the comparative benchmark: you can compare resistance to attacks across different models or different versions of the same model, obtaining comparable numerical metrics over time.
Integration with CI/CD pipelines means every repository push can automatically trigger a battery of security tests, with structured reports and configurable failure conditions.
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