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US automotive parts retailer
Diagnosing and fixing an intermittently failing vehicle finder
Challenge
A make/model/year wiper-blade finder was failing for paid-ad visitors with no reproducible pattern. The hosting provider pointed back at the application.
Solution
Added session replay to capture real failures, traced them to the database-connection limit on shared hosting via application logs, and planned a migration to a US-region VPS with a fallback search path for customers in the meantime.
Result
Root cause proven with evidence rather than guesswork; client approved the migration plan.
Stack
ReactLaravelMySQLShopify webhooksLogRocketHetznerCoolify
About the system
A vehicle-based product discovery system helping customers find the correct windshield wipers based on vehicle make, model, year and generation.
- React front end with a Laravel / PHP back end
- Vehicle database with 80K+ vehicle records
- 100K+ product/SKU ecosystem
- Product matching, custom APIs and Shopify integration
Discovery & Scoping
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