Fine-tune vs In-Context Learning: The Decision Framework That Actually Works
Part 13, the final post in the AI Engineer Series. The decision between fine-tuning and in-context learning is almost always less obvious than it seems. LoRA, QLoRA, DPO, the eval-driven framework, and the signs that mean "fine-tune now" versus "your prompt has more headroom."