RFC: A Blueprint for Deterministic Agentic UI (IRTA Layer) from NeuroShellOS

[hejhdiss]

Introduction I am an independent developer and researcher. I have created a large-scale project architecture called NeuroShellOS—a blueprint for a privacy-first, AI-native operating system. As part of this vision, I have developed a specific framework for handling user interfaces called IRTA (Interface Runtime Translation Architecture).

The Concept: Why IRTA? NeuroShellOS is designed around the idea that AI agents should interact with the system through a "Safety-First" translation layer.

The Problem: Current agentic UIs are often brittle because the AI is tasked with generating raw interface structures, leading to "hallucinations" or broken layouts.

The Blueprint Solution: IRTA acts as a deterministic bridge. The AI agent only sends Semantic Intents, which the IRTA layer then validates against a strict, bounded schema. This ensures that the interface remains unbreakable and consistent, regardless of the model being used.

My Contribution & Goal Because NeuroShellOS is a large-scale architecture, I recognize that I cannot build it alone. I am contributing these blueprints and my pre-alpha SDK to the community because I want to see these concepts applied in the real world. I believe the A2UI project is the perfect ecosystem for this. I would love to see my blueprint for a semantic translation layer integrated into the A2UI standard or used as a foundation for others to build upon. My goal is simply to see these ideas realized in the next generation of AI-native software.

Resources:

Full Technical Paper (Dev.to): AI-Native GUI SDK for NeuroShellOS: A Semantic Interface Framework

Pre-Alpha Prototype: github.com/hejhdiss/GUI-SDK-Pre-Alpha

I invite the A2UI maintainers, other developers, and the broader community to review the paper and the code. Since I cannot build this entire architecture alone, I am eager to see how these blueprints can help shape the future of safe, agent-driven interfaces. If you are interested in building this future with me or taking these concepts further, please reach out or comment below.