aiXcoder: AI is not a "silver bullet" for software development; it needs to be combined with software engineering
Published:Dec 24, 2025 09:27
•1 min read
•雷锋网
Analysis
This article from 雷锋网 discusses aiXcoder's perspective on the limitations of using AI, specifically large language models (LLMs), in enterprise-level software development. It argues against the "Vibe Coding" approach, where AI generates code based on natural language instructions, highlighting its shortcomings in handling complex projects with long-term maintenance needs and hidden rules. The article emphasizes the importance of integrating AI with established software engineering practices to ensure code quality, predictability, and maintainability. aiXcoder proposes a framework that combines AI capabilities with human oversight, focusing on task decomposition, verification systems, and knowledge extraction to create a more reliable and efficient development process.
Key Takeaways
- •"Vibe Coding" has limitations in enterprise-level software development due to its inability to handle complexity and long-term maintenance.
- •Integrating AI with software engineering practices is crucial for ensuring code quality, predictability, and maintainability.
- •aiXcoder proposes a framework that combines AI capabilities with human oversight, focusing on task decomposition, verification systems, and knowledge extraction.
Reference
“AI is not a "silver bullet" for software development; it needs to be combined with software engineering.”