How it works
Promptfoo provides a comprehensive solution for managing LLM vulnerabilities throughout your development lifecycle.
Adaptive Scans
Our LLM models generate thousands of dynamic probes tailored to your specific use case and architecture, outperforming generic fuzzing and guardrails.
Continuous Monitoring
Integrate with your CI/CD pipeline for ongoing risk assessment, catching new vulnerabilities before they reach production.
Guided Mitigation
Manage issues, track progress, and receive actionable recommendations to address vulnerabilities.
Comprehensive Coverage
Cover 30+ areas of harm including prompt injections, jailbreaks, data/PII leaks, and bias/toxicity.
Adhere to OWASP, NIST, and EU AI frameworks, or create custom policies to enforce your own organizational standards.
