Cameron Stubbs • Jan 2026 • 8 min read
Design the loop before the reward
The reward structure should support a useful repeatable loop, not just one-off exploitation.
Without that, the program becomes expensive noise.
Protect quality as you scale
Good referral systems get worse quickly if quality controls are ignored.
The design has to account for abuse and low-signal participation early.