promptfoo: Revolutionizing LLM Testing and Security
promptfoo is an exceptional open-source tool designed to test and secure LLM applications. It has gained significant traction, with over 40,000 developers relying on it.
The core features of promptfoo are truly remarkable. It offers continuous monitoring and automated red teaming for generative AI. Its probes adapt dynamically to the application, uncovering a wide range of security, legal, and brand risks. This includes detecting issues such as PII leaks, insecure tool use, cross-session data leaks, direct and indirect prompt injections, jailbreaks, and harmful content.
In terms of basic usage, promptfoo is built for developers. It comes with a command-line interface, live reloads, and caching, eliminating the need for SDKs, cloud dependencies, or logins. This makes it easy to get started and move quickly.
One of the key advantages of promptfoo is its comprehensive security coverage. It provides custom probes for the application, identifying failures that matter to the users, rather than just generic jailbreaks and prompt injections.
Furthermore, promptfoo is battle-tested and 100% open-source. It is used by teams serving millions of users and is supported by an active open-source community.
In conclusion, promptfoo is a powerful tool that ensures the reliability and security of LLM applications, making it an essential choice for developers.
