Agenta

Agenta is an end-to-end, collaborative, and open-source LLMOps platform designed to accelerate the development of reliable LLM applications. It provides a unified environment for managing the entire lifecycle of LLM-powered products, from initial prompt engineering to deployment and ongoing monitoring. The platform emphasizes systematic evaluation, allowing developers to move beyond subjective assessments to data-driven insights into how changes affect output quality.

Key functionalities include a prompt engineering playground for comparing prompts and models, a prompt registry for versioning and collaboration, and robust evaluation tools that can be run directly from the web UI. Agenta also offers comprehensive observability features to trace, debug, and monitor LLM outputs, helping identify edge cases and curate golden datasets. By integrating these critical components, Agenta empowers teams to build, test, and deploy LLM applications faster and with greater confidence, ultimately enabling them to focus on core business logic rather than infrastructure complexities.