Speed in word-ladder puzzles comes from recognising words that link cleanly. Short ladders build that vocabulary fastest.
Start with three-step ladders and replay yesterday's puzzle. Repetition is not a grind here; it is the training set for pattern recognition.
Only after short ladders feel automatic should you move to daily puzzles with tighter letter constraints.