As a developer, I want a unified color palette and theme system established across the entire application so that all pages share a consistent visual identity derived from the Landing page design, using the specified colors: Background #F5F5F5, Surface #FFFFFF, Text #333333, Accent #007BFF, Muted #CCCCCC.
As a developer, I want a unified application navigation shell with routing, sidebar, and navbar layout so that all pages share a consistent structural foundation and users can navigate seamlessly between sections of the Garnet-Image platform.
As a user, I want a workspace page (v2 design) where I can upload a plot diagram image, inspect detected diagonal measurements, and manually adjust measurement values so that the corrected diagram accurately reflects real-world dimensions.
As an admin, I want a users management page (v2 design) so that I can view, edit, activate, or deactivate user accounts and manage roles within the Garnet-Image platform.
As a prospective or new user, I want a demo page (v2 design) that displays a sample plot diagram so that I can understand how Garnet-Image processes and visualizes diagrams before uploading my own.
As a user, I want an export page (v1 design) where I can configure AutoCAD export preferences and download the processed diagram as an AutoCAD file so that I can use the corrected plot diagram in my CAD workflows.
As an admin user, I want a dashboard overview page (v2 design) so that I can monitor system stats, recent activity, and key metrics related to processed diagrams and user actions.
As a returning user, I want a clean and secure login page (v2 design) so that I can authenticate with my credentials and access my workspace and dashboard.
As a visitor, I want to see a polished and informative landing page (v2 design) so that I can understand the purpose of Garnet-Image and be encouraged to sign up or log in. Implementation must be based on the existing v2 JSX design provided.
As a power user, I want a settings and pipeline configuration page (v2 design) so that I can customize the image processing pipeline parameters and set default export preferences for AutoCAD files.
As a new user, I want an intuitive signup page (v2 design) so that I can create an account and gain access to the Garnet-Image platform.
As an admin, I want a user management API so that I can programmatically retrieve, update, activate, and deactivate user accounts and manage roles through the admin interface.
As a backend service, I want an image upload API endpoint so that the frontend workspace can securely send plot diagram images to the server for storage and downstream AI processing.
As a user, I want a pipeline settings configuration API so that my custom pipeline parameters and export defaults are persisted on the server and applied consistently during image processing and AutoCAD export.
As a backend service, I want a diagonal measurement correction API so that uploaded plot diagram images are analyzed, diagonal measurements are detected, and corrected values are computed and returned to the frontend.
As an AI engineer, I want to integrate Google Nano Banana AI into the image processing pipeline so that uploaded plot diagram images are analyzed using AI to detect, extract, and correct diagonal measurements with high accuracy.
As a backend service, I want an AutoCAD export API that accepts export preferences and a processed diagram so that the system can generate and serve a downloadable AutoCAD file to the user.

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