ALLMLX Concept: A Next-Gen Compiler/Runner for Multi-Language and LLM Code Blocks

I’m excited to share a new open-source project idea called ALLMLX (All-Language Linker & Executor), currently in the concept stage. This project is intended as a successor to my earlier work, PCL (Python-C Linked), and aims to take multi-language development to the next level. ALLMLX will allow developers to write and execute code from multiple languages — including Python, C, Shell, JavaScript, and more — in a single .almlx source file. One of its core features will be support for embedded LLM code generation blocks, where users can use services like OpenAI, Groq, and others to dynamically generate and execute code based on prompts, all within the same file. The tool is designed with extensibility and automation in mind, with a goal to support over 15 programming languages, both via local runtimes and API-generated logic. Planned installation methods include pip, apt, brew, winget, and even a cross-platform install script. As this is an early-stage concept, I’m looking for feedback, ideas, and potential contributors who are passionate about bridging multiple languages and AI tools into a single development flow. You can find the concept repo here:https://github.com/hejhdiss/allmlx-concept