3PL onboarding: the ninety days nobody plans for
The integration is the easy part and it is the only part on the plan. The data, the physical move and the exceptions are where the quarter goes.
AUTHOR
Mitesh Patel
Technical Project Manager at Lucent Commerce. 20 posts, newest first.
20 posts by Mitesh Patel
App performance budgets: making vendors prove it
Shopify already publishes the budget every app had to pass to get listed. Almost nobody re-runs that test after install, which is why the app that was fast in review is the one slowing you down now.
Building a Shopify app: the decisions before the code
Most briefs that arrive as “we need an app” are a Flow, a metafield or an extension. If you do need one, four choices made in week one decide what it costs for years.
Bulk operations: changing ten thousand products safely
A bulk mutation is a machine for making ten thousand changes quickly, which is also what it is when the change is wrong. The safety is in the rehearsal, not the API.
Core Web Vitals after every app you installed
Apps do not damage performance in general. Each kind damages a specific metric in a specific way, and knowing which is the difference between fixing it and guessing.
Half-year review: the metrics worth reporting upward
Six to eight numbers, each with its definition written next to it and a decision attached. Most ecommerce board packs are twenty charts and no decisions.
Inventory truth: the number three systems disagree about
Shopify, the ERP and the warehouse each show a different figure, and every integration project tries to make them agree. The fix is deciding which one is allowed to be right.
Metafield definitions as an API contract
Half of a metafield definition can never be changed after you create it. That half is a published interface, and treating it like a settings screen is how catalogs end up with three fields that mean the same thing.
Order editing, exchanges, and the operational cost of flexibility
Shopify will let you edit an order and swap an item. What it will not do is tell your fulfillment app, your ERP or your reports that you did.
Product data governance: who is allowed to change what
Nobody owns “products”. Somebody owns price, somebody else owns the SKU, and the argument about who owns the description is the one that breaks your catalog.
Product taxonomy: categories, tags, metafields and when to use each
Five mechanisms, one job each. Most catalogs are a mess because tags were the easiest thing to reach for at the time.
Rate-limited, retried and idempotent: integration fundamentals
Shopify integration reliability: make writes idempotent, retry safely, then respect the rate limit, in that order, or retries become duplicate orders.
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Free store audit
A senior Shopify engineer reviews your storefront, theme performance and checkout, then sends a prioritized list of fixes.
