1. What holding retention through a launch actually takes

    Launch traffic is the hardest moment a community ever faces. Members arrive faster than you can onboard them. Here is what it took to keep roughly 95 percent of them through the surge.

  2. Reading a community when nobody can read all of it

    A large, active community produces more feedback in a day than any team can read by hand. Here is how I built a pipeline that turned that volume into something the dev team actually used.