code comprehension

Architect

Oct 18, 2023 · Artificial Intelligence

Code Understanding: Techniques, Applications, and AI‑Driven Solutions

This article explores the fundamentals of code understanding, including static, dynamic, and non‑code analysis, presents a three‑layer architecture for scalable code comprehension, and demonstrates practical AI‑enhanced applications such as intelligent unit testing, dead‑code detection, and AI‑based static analysis within CI/CD pipelines.