Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning. - Pradeep Kumar Sharma; Ishaan Puri; Mantinder Singh; Swapnil Shivaprasad; Hritvik Shrivastava (CoRR, 2025)