sage-architecture

Introduction

The "sage-architecture" project aims to develop "L0ki", an automated AI Software Factory. This platform is designed to be a self-contained, enterprise-grade software capable of generating other software components based on user prompts. The focus is on creating a secure, scalable, and efficient system that leverages advanced AI models to automate the software development lifecycle.

System Overview

The "L0ki" platform will serve as a comprehensive environment where users can input prompts to generate software components. It will feature a user dashboard, a generation pipeline, a parallel agent orchestrator, and a zip & export engine. The system will integrate with Claude 3.5 Sonnet for AI-driven code orchestration and prioritize security to protect sensitive data.

Functional Requirements

• As a User, I should be able to access a secure login page to authenticate myself.
• As a User, I should be able to input text prompts in the dashboard to generate software components.
• As a User, I should be able to view and manage my active software and generation logs.
• As a System, I should use Claude 3.5 Sonnet to orchestrate code generation.
• As a System, I should implement enterprise-grade security measures to protect AI-generated data.
• As a System, I should package generated files into a downloadable .zip file.

User Personas

• Admin: Manages user accounts, oversees system operations, and ensures security protocols are followed.
• User: Inputs prompts to generate software, views active projects, and downloads generated files.

Visuals Colors and Theme

• primary: #2A3D45 (deep teal)
• primary_light: #4A6B75 (light teal)
• secondary: #F4A261 (sandy orange)
• accent: #E76F51 (vibrant coral)
• highlight: #F4A261 (warm amber)
• bg: #F1FAEE (soft white)
• surface: rgba(42, 61, 69, 0.8) (semi-transparent teal)
• text: #1D3557 (navy blue)
• text_muted: #A8DADC (light blue-gray)
• border: rgba(233, 69, 96, 0.2) (subtle coral)

Signature Design Concept

The homepage of "L0ki" will feature an interactive architectural blueprint theme. Users will navigate a digital blueprint where each section of the platform is represented as a different part of a building. As users hover over different sections, they will see pencil-sketch animations that transform into detailed 3D models using @react-three/fiber and @react-three/drei. This interactive experience will allow users to click and explore different features, providing a unique and engaging way to interact with the platform.

Interaction Model & Motion Direction

The landing page will utilize a "parallax" interaction model, creating a layered depth effect as users scroll through the page. Decorative elements will move at different speeds, enhancing the storytelling aspect of the platform. Internal pages, such as dashboards and settings, will adopt a "static" model to prioritize clarity and ease of use.

Non-Functional Requirements

• The system must handle concurrent user sessions securely.
• The platform should support high availability and scalability.
• Data encryption must be implemented for both data at rest and in transit.
• The system should log user activities for audit purposes.

Tech Stack

• Frontend: Next.js with Tailwind CSS
• Backend: Python (FastAPI) or Node.js (TypeScript)
• Database: PostgreSQL or Supabase
• AI Model: Claude 3.5 Sonnet
• Containerization: Docker, docker-compose

Assumptions and Constraints

• The platform will be deployed in a cloud environment with robust security measures.
• User data and AI-generated content will be stored securely with encryption.
• The system will comply with relevant data protection regulations.

Glossary

• AI Software Factory: A system that automates the generation of software components using AI.
• Claude 3.5 Sonnet: An AI model used for code orchestration.
• Parallax: An interaction model that creates a sense of depth through layered scrolling effects.
• Blueprint Theme: A design concept that visually represents the platform as an architectural blueprint.