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Vibe Code & ERP Architecture2024Full-Stack Engineer & Systems Architect

Pistoria & Passion Cakes PH ERP

Custom Bakery Operating System & Wholesale Landing Platform

Pistoria & Passion Cakes PH ERP
[ Summary ]

Transformed manual bakery operations into a centralized digital ERP consolidating dynamic recipe costing, ingredient inventory, daily bake schedules, and wholesale orders.

The Problem & Friction

Wholesale bakery production faced compounding operational friction across order intake, variable ingredient price fluctuations, and manual batch scheduling.

  • ✕Uncalibrated recipe costing leading to unmonitored profit margin compression when ingredient prices spiked.
  • ✕Manual daily bake planning on paper sheets causing inventory overages and ingredient waste.
  • ✕Disjointed order intake between wholesale inquiries, custom orders, and kitchen production queues.

Strategy & Approach

Architected a dual-surface solution: a conversion-oriented landing page for wholesale clients paired with an authenticated, responsive ERP operating system for the kitchen crew and management.

  • Dynamic Batch Calculator: Programmed real-time recipe scaling based on current market ingredient price inputs.
  • Live Production Schedule: Built a day-by-day bake sheet dashboard syncing order statuses straight to kitchen staff tablets.
  • Vibe-Coded Next.js Interface: Prioritized high-speed ergonomic data entry designed for tablet use in high-tempo kitchen environments.
[ System Telemetry ]

Architecture & Data Flow

Modular Next.js App Router architecture with reactive state management, Tailwind design system, and rapid data synchronization.

01Intake

Order Ingestion

Incoming wholesale cake orders trigger automatic ingredient deduction & margin calculations.

02Computation

Dynamic Batch Costing

Yield calculation engine converts grams, batches, and packaging overhead into real-time unit costs.

03Execution

Kitchen Schedule Queue

Auto-groups cakes by bake cycle and oven availability into a digitized morning production roster.

04Telemetry

Inventory Sync & Reorder

Alerts triggers when flour, butter, or specialty dairy drop below minimum batch thresholds.

Technology Stack Breakdown

Frontend & Backend
Next.js (App Router)
Full-stack framework & Server Components
Language
TypeScript
Strict type safety for multi-unit recipe conversions
Styling
Tailwind CSS
Custom dark/light terminal-style ERP aesthetic
Infrastructure
Vercel
Global edge deployment with sub-100ms response time
[ Real Impact ]

Verifiable Outcomes & Metrics

Eliminated manual paper bake sheets and gave the business owners instantaneous visibility into true ingredient margins per pastry item.

85% Saved
Bake Planning Time
Automated daily kitchen batch calculation
Real-time
Recipe Cost Accuracy
Dynamic unit ingredient margin calculation
99.9%
System Uptime
Hosted on Vercel edge infrastructure
[ Visual Exhibits ]

Interface & System Previews

Pistoria & Passion Cakes PH ERP preview 1

Engineering Lessons & Takeaways

  • ✦Kitchen UX requires ultra-high contrast and touch-friendly controls that accommodate flour dust and rapid tablet tapping.
  • ✦Unit conversion between wholesale purchase units (sacks, crates) and bake units (grams, milliliters) must be strictly typed to avoid rounding drift.

MARK JOSH

MARK JOSH

MARK JOSH

MARK JOSH

MARK JOSH

MARK JOSH