Quick answer: Route all gameplay randomness through one seedable generator that the console controls, stop time-based reseeding, and log the seed in bug reports for repro.
You set a fixed seed from the console to reproduce a random bug, but it still behaves differently each time. The cause is the game having several RNG sources, some reseeded from the clock, so your console seed only affects one of them.
How to fix it
1. Centralize gameplay RNG
Have all gameplay randomness draw from one seedable generator. Multiple independent RNGs or per-system new Random() calls mean your console seed only controls a fraction of the outcomes.
2. Stop time-based reseeding
Remove any code that reseeds from the system clock at runtime. A time-seeded generator ignores the seed you set and guarantees non-reproducibility.
3. Expose seed get/set in the console
Add console commands to read and set the current seed and to reset the stream, so you can capture a failing seed and replay it deterministically.
4. Log the seed with bug reports
Stamp the active seed into bug reports and crash dumps. Then a reported issue can be reproduced by re-seeding instead of guessing.
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.
Most of the time the fix is small. Seeing the failure clearly is the part that actually costs you.