Few-Shot & In-Context Learning

Use few-shot examples with Claude. Learn example selection (representative, diverse, edge cases), example ordering effects, formatting consistency between examples and the live task, the diminishing-returns curve (one good example often beats five mediocre ones), the link to prompt caching for stable example sets, and the decision boundary between few-shot and fine-tuning.