Quick answer: Validate that the balance covers the cost before subtracting, perform the check and debit atomically, and use a signed type with explicit bounds.
A player buys something they cannot afford and your code subtracts anyway, leaving a negative balance, or with an unsigned integer the balance wraps to billions. Either way the economy breaks. Check affordability first and apply the debit as one guarded operation.
How to fix it
1. Check before you debit
Confirm balance >= cost and reject the purchase otherwise. Never let a spend reduce the balance below zero.
2. Make the debit atomic
On the server, do the affordability check and the subtraction in a single transaction or conditional update (for example UPDATE ... WHERE balance >= cost), so concurrent spends cannot both pass the check.
3. Avoid unsigned wraparound
Store balances in a signed type wide enough for the maximum, and clamp grants so a malicious large value cannot overflow or wrap the field.
Catching the ones you can't reproduce
The hardest version of this to fix is the one you can't reproduce — it only happens on a player's hardware, OS, driver, or save state, under conditions that simply aren't present on your machine. A report that says “it crashed” or “it froze” gives you nothing to act on, so the bug survives release after release while quietly costing you players.
Automatic error capture closes that gap. Each failure arrives with its full stack trace, the device and OS, the build number, and a breadcrumb trail of what the player did right before it broke, so even a failure you have never seen becomes a specific, reproducible issue. Fold identical failures into one signature ranked by how many players each hits, and your worklist sorts itself worst-first instead of arriving as a stream of vague complaints.
This is where a tool like Bugnet earns its place. Its SDK captures every error automatically with the full stack trace plus device, OS, memory, build, and game-state context, folds duplicates into one grouped issue with an occurrence count, and ties each to the build it first appeared on — so you fix the problem that hurts the most players first and confirm it is gone when its signature disappears from the next release.
A crash you can name from its stack trace is a crash you can usually fix in minutes.