One thing I have learned from watching products grow is that users adapt faster than systems do. People change habits quickly but platforms keep enforcing old patterns because the data behind them never lets go. This gap slowly creates friction. Nothing is broken yet everything feels heavier than it should.
Walrus approaches this from a very human angle. It assumes that change is normal and designs for it instead of fighting it. Data in Walrus is not allowed to dominate decisions forever. Influence fades when context fades. This keeps behavior aligned with how people actually use the system today not how they used it months ago. That is why Walrus feels flexible without becoming messy and stable without becoming rigid.
