Quick answer: Make branch conditions uniform across the warp where possible, replace small branches with math (lerp/step), and keep expensive work outside divergent paths.

GPUs execute threads in lockstep groups. When a data-dependent branch splits a warp, both branches run for every thread in it. Heavy divergent branches can cost as much as running all paths unconditionally. Here is how to fix it.

How to fix it

1. Prefer uniform branches

Branch on uniforms or per-draw constants rather than per-pixel data; a branch the whole warp agrees on is cheap because only one path executes.

2. Replace tiny branches with math

Swap short conditionals for branchless math like lerp(a, b, step(threshold, x)) so no divergence occurs for trivial selections.

3. Hoist expensive work out of branches

If only some pixels need a costly computation, see whether the cost can be amortized or moved to a separate, coherent pass instead of a divergent per-pixel branch.

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.