Executive Summary
Scandinavian Food Store is an online retail website built to sell specialty Scandinavian food products.
The platform highlights authenticity and product detail while making international foods easy to discover and purchase.
Delivered Outcomes & Impact
- Improved access to Scandinavian food products
- Expanded customer reach internationally
- Enhanced brand authenticity online
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The Business Challenge
- Presenting niche products to a broad audience
- Managing perishable or specialty inventory
- Ensuring clarity around shipping and handling
Technical Decisions & Trade-offs
- Monolithic CMS Architecture: Deployed a monolithic CMS with page-caching configurations rather than a headless frontend stack to keep administration simple. The trade-off of slightly higher server processing latency was mitigated using CDN optimizations.
- 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
- Specialty food product catalog
- Category-based browsing
- Secure checkout and ordering
- Product storytelling and descriptions
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.
// PRODUCTION READY
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