AutoDev is an AI programmer tool launched by Microsoft, which can automatically generate, execute code and other tasks according to the goals set by users without manual intervention. It is based on the GPT-4 model and adopts a multi-agent collaboration mechanism. In the HumanEval test, the code generation task Pass@1 reaches 91.5%, and the test generation task Pass@1 is 87.8%, and the performance exceeds the GPT-4 baseline by more than 30%. AutoDev aims to improve development efficiency and lower programming thresholds.
Demand population:
"Software Development, AI-assisted Programming, Code Generation and Testing"
Example of usage scenarios:
Set AutoDev as the development goal of a web application, it can independently write front-end and back-end code, complete construction and deployment work, etc.
Instruct AutoDev to generate test cases for an algorithm function and perform automated tests
Integrate AutoDev into the IDE to assist programmers in daily coding work such as intelligent code completion and bug fix
Product Features:
Generate code independently
Self-execution of tests
Code editing, retrieval, construction and other operations
Support Git operation
Supports safe operation in Docker containers