On Episode 01 of The Social Radars podcast [1], Paul Buchheit, creator of GMail, explains that the Gmail invite-only beta was actually due to shortage in hardware and difficulties to scale the service, rather than a just a "growth hack". It seems they were running the service for a long time near 100% capacity.
FormerBandmate|2 years ago