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    E-Commerce / Internal Tools

    Cart Commander

    AI-powered Magento cart automation with real-time editing

    ReactSupabaseEdge Functionsn8n WebhooksMagento 2 API
    01
    6
    Edge Functions
    02
    8
    n8n Webhooks
    03
    ~3K
    Lines of Code
    04
    15+
    Custom Components

    The Challenge

    Automate cart modifications and invoice reconciliation for a cabinetry company dealing with complex orders.

    • Manual cart edits in Magento were time-consuming and error-prone
    • Bulk assembly type changes required touching dozens of line items
    • Invoice discrepancies went unnoticed until fulfillment
    • No audit trail for cart modifications
    Why Off-the-Shelf Wouldn't Work

    Magento's native interface lacks bulk editing capabilities and can't integrate AI for invoice analysis.

    What We Built

    01

    Real-Time Cart Management

    Live cart viewing and modification through Magento 2 API

    02

    Bulk Assembly Type Swap

    One-click modification of assembly types across all items

    03

    Invoice Investigator

    AI-powered PDF analysis with color-coded discrepancy reports

    04

    Product Search & Add

    Quick product lookup and cart addition interface

    05

    Order History Display

    Complete order timeline with modification tracking

    06

    Investigation Persistence

    Saved investigation results for audit and reference

    Technical Implementation

    Architecture Overview

    Two modules—Cart Commander for Magento manipulation and Invoice Investigator for AI-powered PDF analysis with color-coded discrepancy reports.

    technical-highlights.md
    Key Implementation Details
    • Bidirectional n8n webhook integration
    • Edge Functions for Magento API proxy
    • AI PDF parsing for invoice analysis
    • Real-time cart state synchronization

    What This Demonstrates

    Full-Stack DevelopmentAPI IntegrationDatabase DesignReal-Time SystemsUI/UX ImplementationPerformance OptimizationReactSupabaseEdge Functions