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One failed database operation can leave an order half-created.
I tested this with PostgreSQL + Prisma today.
Created an order.
Created its items.
Updated stock.
Then I deliberately threw an error.
What happened next? 🧵
Day 3 takeaway:
Using an ORM isn't just replacing SQL with methods.
It's learning how to shape data, handle missing records, group writes atomically, and reason about failures.
The real test isn't whether the happy path works.
It's what happens when something breaks.
But there's another catch.
A transaction alone doesn't automatically prevent every race condition.
If 2 requests try to buy the last item, both might read stock = 1 before either updates it.
Production code needs concurrency-safe stock updates, not just a transaction.
I deleted one index from a 100k-row table.
Query time: 0.13ms → 5.3ms.
Then I deadlocked my own database on purpose.
Day 2 of my PostgreSQL backend lab: 5 lessons on what happens when requests collide 🧵