Dagger LLM is a suite of AI-powered features that leverages state-of-the-art large language models to streamline DevOps pipeline development. Users describe desired CI/CD flows in natural language, and Dagger LLM translates these prompts into complete pipeline definitions, supporting multiple languages and frameworks. It offers on-the-fly code suggestions, optimization recommendations, and context-aware adjustments. With built-in intelligence for debugging and refactoring, teams can quickly iterate on pipelines, enforce best practices, and maintain consistency across complex container-based deployments.

Motif is a platform designed to bring content writers and developers onto the same page. Using the powerful Markdoc technology, it offers tools and APIs to help teams create, manage, and scale their technical content effortlessly. Whether you need to maintain documentation, create optimized websites, or integrate content directly into your products, Motif provides a seamless and efficient solution.