R2Code: Self-Reflective LLM Framework for Requirements-to-Code Traceability Across Languages
arXiv·medium signal
R2Code uses self-reflective LLM reasoning to establish traceability links between requirements and code, overcoming the lexical-similarity dependency of existing IR and embedding methods. The framework works across programming languages and projects without costly long-context retrieval. Relevant for any team maintaining regulatory compliance or auditable requirements traceability in production codebases.