“Fancy algorithms are slow when n is small, and n is usually small.”
Pike wrote five rules in 1989 that hold up better than anything written about programming since. Measure before optimizing. Profile, don’t guess. Pick the right data structure and the algorithm follows. Forty years later, every team that ignores them rediscovers them the hard way. The cost is the same as it was in 1989. Nobody learned.