#prompt-engineering
2 papers
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inspiration
The Prompt Is a Program
A prompt is not a suggestion — it is a specification. Prompts authored at design-time and executed against variable runtime input are software artifacts: they have bugs, require testing, demand versioning, and must be treated as code.
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whitepaper
Fine-Tuning, RAG, or Prompting: An Engineering Decision
Three techniques can improve LLM output quality: prompt engineering, retrieval-augmented generation, and fine-tuning. Each solves a different problem. Choosing the wrong one wastes months and produces worse results than the right one done simply.