Quick answer: Read with get(key, default) for optional fields, validate required fields once at load, and normalize key types after JSON parsing.
Bracket-indexing a Dictionary asserts the key exists; real data disagrees constantly. The robust pattern is defaults for optional data and loud validation for required data. Here it is.
How to fix it
1. Use get() with a default
var bonus = data.get("bonus", 0) makes absence a defined value instead of an error — right for every optional field.
2. Validate required fields at the boundary
On load, check data.has_all(["id", "name", "cost"]) and fail with a message naming the file and missing key — one loud loader beats scattered crashes.
3. Normalize key types from JSON
JSON object keys are always Strings; code writing int keys and reading parsed data (or vice versa) misses silently. Convert once after parse.
4. Log the keys on unexpected miss
When a miss should be impossible, log data.keys() in the report — the actual shape of the data usually explains everything.
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 Godot 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.
The errors you never hear about are the ones quietly costing you players. Visibility turns them into a worklist.