code understanding

Java Tech Enthusiast

Dec 28, 2024 · Fundamentals

How to Understand Unfamiliar Project Code as a New Developer

To master an unfamiliar codebase, a new developer should first run the project, pick a core feature, trace its data flow through modules step‑by‑step—like placing an elephant in a refrigerator—understand each function in context, then expand outward, ensuring deep comprehension before listing the project on a résumé.

Data FlowProject Onboardingcode understanding

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How to Understand Unfamiliar Project Code as a New Developer

Baidu Geek Talk

Oct 9, 2023 · Artificial Intelligence

Code Understanding Technology: Building White-Box Software Knowledge Graph at Baidu

Baidu’s white‑box code understanding platform combines static, dynamic, non‑code and LLM‑based analyses in a three‑layer architecture that accelerates C/C++ processing ninefold, supports multiple languages, and powers applications such as intelligent unit testing, orphan‑function cleanup and AI‑driven risk detection, while future integration with models like GPT‑4 aims to enable multi‑turn code Q&A, automated refactoring and predictive testing.

ASTBaiduCI/CD

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Code Understanding Technology: Building White-Box Software Knowledge Graph at Baidu