DaTaobao Tech
DaTaobao Tech
Sep 8, 2025 · Artificial Intelligence

How to Make Large Language Models Understand Third‑Party Java Packages: From Failure to Success

This article explains why AI coding assistants like Cursor and Claude fail to read external Java libraries, explores naive "feed‑the‑code" tricks, evaluates built‑in IDE tools, and ultimately presents a robust solution using a local decompilation pipeline (MCP) that lets LLMs query class definitions and generate correct backend code.

AI Code GenerationJava decompilationThird‑party libraries
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How to Make Large Language Models Understand Third‑Party Java Packages: From Failure to Success