1. Component embeds, in plain language

    Discord component embeds let any page ship its own link preview with no app and no bot. The docs are still an open pull request, and the payload has a 3,000 byte cap.

  2. 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.

  3. 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.