Just added full observability to the mixing pipeline. Quick breakdown on what that means.
Every deposit moves through stages, detected, fragmented, mixed, credited. We now have a metrics layer watching all of it in real time. How many deposits are sitting in each stage, throughput over the last hour and day, how long each step takes, and an automatic flag for anything that looks stuck or overdue.
The important part is it doesn't touch the money path at all. Zero new writes, zero changes to how funds move. It just reads data we already store. Pure visibility, no added risk.
If something ever slows down, we see it before you do. That's the whole point.
Just shipped something important for how our backend handles your money. Attached a video of me walking through the code if you want to see it.
So our system runs background jobs every minute checking for new deposits, mixing funds, crediting balances. The issue is sometimes a job takes longer than expected and the next one starts before the first one finishes. Now you've got two jobs trying to move the same money at the same time. Bad.
The fix is simple. Before a job starts, it grabs a lock. If another job shows up and sees the lock is taken, it backs off and waits. If a job crashes, the lock expires on its own so nothing gets stuck.
On top of that, every single transaction already has its own safeguards so nothing can ever get processed twice. Belt and suspenders.
Lottery-level privacy!!!