Stop losing sales to broken store customizations

“My Shopify variant sync breaks every time I add a new color or size option to a product.”

AI-generated code handles simple product structures but falls apart with complex variant matrices — especially when you have options that depend on each other, like size-specific colors or bundle combinations. We fix the variant logic so adding new options just works, without corrupting your existing inventory counts.

“I built an abandoned cart email flow with ChatGPT but it keeps firing for orders that were already completed.”

Cart recovery logic needs to track order state transitions precisely — pending, abandoned, recovered, completed. AI code often checks cart status at a single point in time and misses webhook events that update it. We wire up proper event handling so your recovery emails only reach genuinely abandoned carts.

“My inventory counts go negative when the same item sells on Shopify and Etsy within seconds of each other.”

Multi-channel inventory sync is a race condition problem that AI tools almost never get right. When two platforms decrement stock simultaneously, you end up overselling. We implement proper locking and conflict resolution so your inventory stays accurate across every sales channel.

“I tried to build a custom shipping calculator but it returns wrong rates for international orders.”

Shipping APIs return different rate structures depending on origin country, package dimensions, customs declarations, and carrier-specific rules. AI-generated code usually hard-codes one carrier's format and breaks on edge cases like oversized packages or restricted destinations. We normalize the carrier responses and handle the edge cases your customers actually hit.