When should you actually start using a feature flag system?

im thinking bout using feature flags for a new project. seems like a good way to separate deployment from release yknow, for gradual rollouts and easy rollbacks. but im wondering if its just too complicated. when does a feature flag system actually help instead of just being a pain My gut says maybe for bigger features, but what do you think What have you guys seen and what were the downsides