Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning

Keeping Code-Aware LLMs Fresh: Full Refresh, In-Context Deltas, and Incremental Fine-Tuning

18 November 2025

Pradeep Kumar Sharma

Mantinder Singh

Swapnil Shivaprasad

Hritvik Shrivastava

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