Spec2FaaS: using AI Agents for Autonomous Serverless Function Development and Deployment
Martina Lupini, Gabriele Russo Russo, Valeria Cardellini · 2026
The Function-as-a-Service (FaaS) serverless paradigm is increasingly popular, allowing users to focus on application development and abstracting away operational aspects (e.g., auto-scaling), which are automatically managed by the underlying platform. The advent of Large Language Models (LLMs) capable of code generation raises the question of whether FaaS can be extended further to abstract away the coding effort from users as well. Although recent studies have investigated the use of LLMs for function generation and deployment, they do not provide an end-to-end pipeline spanning from user requirements to function deployment.