Quick answer: Read the nested cause (the real error is under the task failure), enable multidex if it is the method limit, and align dependency versions — then clean the build cache.

This task failure is a wrapper; the actionable message hides in the 'Caused by' chain. Three causes dominate. Here is the sorting.

How to fix it

1. Find the caused-by

Run with --stacktrace and read the deepest cause: 'Cannot fit requested classes in a single dex file' (method limit), 'Duplicate class' (collision), or an invalid bytecode complaint (version mismatch).

2. Enable multidex for the 64K limit

Set multiDexEnabled true in defaultConfig (with minSdk 21+ it is native) — big SDK stacks (ads + analytics + billing) cross the limit routinely.

3. Resolve collisions and versions

Duplicate-class causes get the exclusion treatment; bytecode complaints usually mean a dependency built for a newer Java — update the Android Gradle Plugin or pin the library version.

4. Clean when incremental state lies

./gradlew clean plus deleting the .gradle cache directory clears corrupt incremental dex state that keeps a fixed build failing.

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 mobile 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.

Ship the fix, watch the signature disappear from the next build. That's how you know it's really gone.