Adrian

Adrian is an open-source tool designed to keep artificial intelligence agents safe while they work. It acts as a security guard that watches what an AI agent does in real time. Instead of just looking for bad patterns, Adrian uses a special method called world models to understand why the agent is doing what it is doing. This helps it spot dangerous actions like malicious tool use or tricked prompts before the agent actually performs them. It is built to work with popular AI frameworks and can be run on your own computer to keep your data private.

Benefits

Adrian offers several important advantages for anyone using AI agents. It provides reasoning-based detection which means it analyzes the intent behind an action rather than just matching known bad patterns. This makes it much better at understanding context and preventing harm. The tool also allows for real-time control so users can choose to audit actions or block them entirely. It supports data sovereignty by allowing fully offline deployments where no information leaves your local device. Additionally, it integrates easily with major frameworks like LangChain and LangGraph and works with models from OpenAI and Anthropic.

Use Cases

Adrian is useful for developers and organizations building AI agents that interact with the outside world. It is ideal for protecting investment research bots that might access financial data or for customer service agents that handle sensitive user information. Teams can use it to ensure their AI follows company policies and does not accidentally reveal private data. It is also suitable for researchers who want to study AI behavior without worrying about security risks. The tool can be used in a cloud environment or self-hosted on a local server depending on the user's needs.

Pricing

Adrian is free to use because it is open-source software. You can download and run it without paying any fees. The project is hosted on GitHub and released under the MIT License which allows anyone to use it for personal or commercial projects. There is no subscription cost for the core functionality.

Vibes

The community around Adrian is growing as it gains attention from security and AI developers. Users appreciate its ability to understand agent reasoning better than traditional security tools. The project has been featured on various developer platforms which shows its value in the industry. Developers find the setup process straightforward and the documentation helpful for getting started quickly.

Additional Information

Adrian is developed by Secure Agentics and is available on GitHub. The project includes a managed dashboard for quick testing and a self-hosting option for advanced users. It requires Docker and Docker Compose v2 for local deployment and works best with NVIDIA GPUs for the AI engine. The team encourages contributions and follows specific guidelines for code style and language usage. The software is currently integrated with LangChain and LangGraph frameworks.