The paper addresses a common limitation of code assistants: understanding large repositories with complex or incomplete structure. Agent4cs uses multiple agents to summarize code across hierarchical components.
Better codebase summarization can help developers onboard, review changes, and plan refactors. The research also reflects a broader move from single-assistant coding tools toward coordinated agent systems.