Yes. While apps like , Chesstempo , or Lichess tactics offer adaptive difficulty and spaced repetition, the “2148 problems” PDF serves a unique role:

Simply downloading the PDF and casually glancing at solutions will waste its potential. To achieve real improvement, follow this structured protocol:

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