Workflow
告别碎片化补全,拥抱引导式开发流程优化
Sou Hu Cai Jing·2025-07-14 04:38

Core Insights - The article discusses the limitations of existing AI coding tools like Copilot and Tabnine, which primarily focus on local code generation and lack comprehensive support for overall development process optimization [1][2] - The introduction of Baidu's Wenxin Kuai Ma (文心快码) is highlighted, showcasing its capability to manage the entire development pipeline rather than just providing code snippets [3][4] Group 1: Tool Comparison - Existing tools are described as advanced code suggestion tools that struggle with larger tasks such as refactoring or streamlining deployment processes [1][2] - Wenxin Kuai Ma's Zulu intelligent agent offers a more systematic workspace, moving beyond simple chat interfaces to a structured approach for project management [4] Group 2: Project Implementation - The company tested Zulu on a real internal project, which involved a Python Flask backend with issues like high coupling and low test coverage [3][5] - Zulu's approach included guiding the user through requirement analysis, identifying key issues, and proposing a structured refactoring plan that included clear steps and generated code snippets [5] Group 3: Efficiency Gains - The article emphasizes the significant efficiency improvements provided by Zulu, allowing users to focus on core business logic rather than the organization of code and scaffolding [5]