How would you design a feature flag system supporting gradual rollouts, kill switches, and targeting rules — without re-deployment or page refresh?

Imagine you have a light switch that can turn on a new toy for some friends but not others, and you can change who gets the toy without building a new toy box. That's what a feature flag system does — it lets you turn features on or off for specific users instantly, without making a new version of your app.