# Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services

**Authors:** Zhenchang Xing, Qing Huang, Yu Cheng, Liming Zhu, Qinghua Lu, Xiwei Xu  
**arXiv:** [2306.02230](https://arxiv.org/abs/2306.02230)  
**Date:** 2023-06-04  
**Summary page:** https://www.summarizepaper.com/en/arxiv-id/2306.02230v1/

## Key points

- Prompt Sapper is a groundbreaking initiative in the realm of AI, responding to the transformative impact of foundation models like [model names].
- Foundation models have ushered in an era of unprecedented AI capabilities, serving as an "operating system" for artificial intelligence.
- Eliminates the need for traditional programming languages as intermediaries, opening up new possibilities for personal AI integration.
- The core mission of Prompt Sapper is the advancement of AI through innovative approaches.
- Involves leveraging a large language model (LLM) empowered software engineering infrastructure to create AI chains.
- Empowers individuals to author complex AI systems with ease through human-AI collaborative intelligence.
- The team behind Prompt Sapper includes esteemed researchers dedicated to driving forward this vision.
- Focuses on establishing a robust methodology and implementing cutting-edge technical practices for seamless integration of AI into everyday processes.
- Represents a pivotal step towards democratizing access to advanced AI technologies.
- Equips individuals with tools and knowledge needed to harness the power of artificial intelligence effectively, paving the way for a future where everyone can become a master of AI innovation.

## Summary

Prompt Sapper is a groundbreaking initiative in the realm of , responding to the transformative impact of foundation models like  and . These models have ushered in an era of unprecedented AI capabilities, effectively serving as an "operating system" for artificial intelligence. By eliminating the need for traditional programming languages as intermediaries, this paradigm opens up new possibilities for personal AI integration. At the core of Prompt Sapper's mission is the advancement of  through innovative . This approach involves leveraging a large language model (LLM) empowered software engineering infrastructure to facilitate the creation of AI chains. Through a process of human-AI collaborative intelligence, Prompt Sapper empowers individuals to author complex AI systems with ease, unlocking the full potential of AI innovation for all. The team behind Prompt Sapper, comprised of esteemed researchers including Zhenchang Xing, Qing Huang, Yu Cheng, Liming Zhu, Qinghua Lu, and Xiwei Xu, is dedicated to driving forward this vision. Their research and development efforts focus on establishing a robust methodology for  and implementing cutting-edge technical practices to support the seamless integration of AI into everyday processes. In essence, Prompt Sapper represents a pivotal step towards democratizing access to advanced AI technologies. By equipping individuals with the tools and knowledge needed to harness the power of artificial intelligence effectively,<br>
Prompt Sapper paves the way for a future where everyone can become a master of AI innovation.