Executive Summary
Vending Machine is a business website designed to promote vending services, products, or placement opportunities.The site focuses on practicality, service clarity, and lead generation.
Delivered Outcomes & Impact
- Improved understanding of vending services
- Increased partnership inquiries
- Clearer value proposition
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The Business Challenge
- Clearly explaining service models
- Targeting both businesses and property owners
- Differentiating from competitors
Technical Decisions & Trade-offs
- MVC Structural Design: Utilized MVC routing patterns to decouple controller operations from display layers. Accepted the initial setup trade-offs to ensure modular code structure and long-term maintenance simplicity.
- Database Catalog Indexing: Used relational database-level indexing for simple catalog lookups. Accepted the trade-off of higher memory usage on database nodes to avoid the operational complexity of integrating an external search engine.
Engineering Deliverables
- Service and machine overviews
- Placement and partnership information
- Contact and inquiry forms
- Straightforward business-focused design
Operational Lessons & Insights
- Deadlock Mitigation: Discovered that database queries during concurrent updates must execute in sequential order using transaction blocks to prevent locking issues.
- Schema Drift Control: Established strict migrations scripts checks to verify database schema consistency across staging and production environments.
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