1. What is Coze Loop

What is Coze Loop

Coze Loop is a platform-level solution for developers, focusing on the development and operations of AI agents. It addresses various challenges encountered in the development of AI agents, providing end-to-end lifecycle management capabilities from development, debugging, evaluation, to monitoring. Coze Loop introduces a Open-source edition based on its commercial version, offering core foundational functionality modules free to developers and sharing its core technology framework in an open-source model. The Open-source edition's backend is developed in Golang, while the frontend is built with React + Typescript. It is constructed based on a microservices architecture and adheres to domain-driven design (DDD) principles. Developers can customize and extend according to business requirements, facilitating community co-building, sharing, and communication, empowering developers to engage in AI agent exploration and practice barrier-free.

What can Coze Loop do?

Coze Loop helps developers more efficiently develop and operate AI agents by providing comprehensive lifecycle management capabilities. Whether it's prompt engineering, AI agent evaluation, or post-launch monitoring and optimization, Coze Loop offers powerful tools and intelligent support, significantly simplifying the AI agent development process and enhancing the performance and stability of AI agents.

• Prompt development: Coze Loop's Prompt development module provides developers with full-process support from writing, debugging, and optimizing to version management. It enables real-time interactive testing of prompts through a visual playground, allowing developers to intuitively compare the output results of different LLMs.
• Evaluation: Coze Loop's evaluation module provides developers with systematic evaluation capabilities, enabling multidimensional automated testing of the output results of prompts and Coze agents, such as accuracy, conciseness, and compliance.
• Observation: Coze Loop provides developers with visual observation capabilities for the full execution process, recording each processing step from user input to AI output, including key nodes like prompt parsing, model invocation, and tool execution. It also automatically captures intermediate results and exception states.

Feature list

Feature list

Module	Function
Prompt Debugging	* Playground debugging and comparison * Prompt version management
Evaluation	* Manage evaluation sets * Manage evaluators * Manage experiments
Observation	* SDK reporting of Trace * Trace data observation
Model	Support for integrating models such as OpenAI and Volcengine Ark

Quickstart

Refer to Quick start to learn how to install and deploy the latest version of Coze Loop.