LLMs as Software Architects?

LLMs as Software Architects?

Evaluating AI's Capability to Understand Complex Software Design Patterns

This research evaluates how well Large Language Models perform in understanding and generating complex software architecture designs for iOS applications.

  • LLMs were assessed using Bloom's taxonomy to evaluate comprehension of the VIPER architecture pattern
  • Study provides a structured evaluation framework for testing AI capabilities in software design tasks
  • Results reveal important insights on AI's strengths and limitations in software architecture understanding

This research matters for Engineering teams considering AI-assisted software design, highlighting where LLMs can support architectural decisions and where human expertise remains essential.

Read the full paper: Assessing LLMs for Front-end Software Architecture Knowledge

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