Show HN: ACF – Local AI code generation pipeline with marketplace extensions (github.com)

A new AI-driven code generation pipeline named ACF has been introduced, enabling developers to generate code locally or via cloud APIs. The ACF pipeline operates through a detailed 7-stage process from specifying requirements to completion, ensuring a comprehensive development workflow. It supports multiple backend options, including local servers like Ollama and LM Studio, alongside cloud-based solutions from OpenAI and Anthropic. ACF's standout feature is its multi-model routing, which intelligently directs tasks to the most suitable models based on their complexity, enhancing efficiency and performance. This tool is significant for the AI/ML community as it emphasizes local, secure code generation—addressing growing concerns around data privacy and dependency on cloud services. Additionally, the ACF Marketplace allows users to create and sell extensions, introducing a dynamic ecosystem for agents, profiles, and skills specifically designed to boost pipeline functionalities. By integrating versioning, automatic task delegation, and a robust set of features for quality assurance, ACF shifts the landscape of code development, making it more adaptable and streamlined for developers seeking to leverage AI in their workflows.