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Promptfoo

Promptfoo is an AI security platform designed to identify vulnerabilities in AI applications during development. It offers automated red teaming, integration with CI/CD workflows, and real-time threat intelligence, making it a trusted solution for developers and enterprises alike.

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Description

Promptfoo is an AI security platform that focuses on building secure AI applications by identifying vulnerabilities throughout the development process. It is trusted by 156 of the Fortune 500 and over 300,000 developers globally. The platform provides automated red teaming capabilities, simulating real user interactions to uncover application-specific vulnerabilities such as prompt injections, data leaks, and business rule violations.

The integration of AI security testing into development workflows is a key feature of Promptfoo. It allows developers to connect seamlessly with their AI applications, agents, and workflows, whether they are using CI/CD pipelines like GitHub, GitLab, or Jenkins, or deploying on-premise or in the cloud. This flexibility ensures that security is a continuous part of the development lifecycle.

Promptfoo enables users to create thousands of context-aware attacks tailored to their specific applications. With real-time threat intelligence sourced from its extensive user community, the platform offers deep automation that scales beyond traditional human-curated tests. Developers receive actionable remediation guidance directly within their pull requests and workflows, allowing for efficient tracking of security fixes across teams.

The platform is built on a robust community of over 300,000 users, including contributors from leading tech companies such as OpenAI, Google, Microsoft, and Amazon. This community-driven approach provides real-time insights into emerging threats and vulnerabilities, ensuring that users are always equipped with the latest security measures.

Promptfoo is designed for a variety of users, from individual developers to large enterprises. It offers a Community version that is free and open-source, perfect for small teams, and an Enterprise version that includes advanced features like centralized dashboards, customizable attack profiles, and priority support. This tiered approach allows organizations to choose the right solution based on their specific needs and scale.

Promptfoo's Core Features

  • Automated red teaming

  • Integration with CI/CD pipelines

  • Real-time threat intelligence

  • Customizable attack profiles

  • Actionable remediation guidance

  • Community-driven insights

  • Supports on-premise and cloud deployment

  • Open-source Community version

How to use Promptfoo?

  1. Connect: Integrate Promptfoo with your AI applications and workflows.

  2. Attack: Create context-aware attacks tailored to your application.

  3. Test: Execute automated red teaming to identify vulnerabilities.

  4. Fix: Receive remediation guidance directly in your development workflow.

Promptfoo's Use Cases

  • Vulnerability Assessment
  • Automated Testing
  • Compliance Monitoring
  • Threat Intelligence
  • Remediation Guidance

FAQ from Promptfoo

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