The author, Daniel Sada, reflects on his eight-year-old challenge called '100 Days of Algorithms,' aiming to reinforce his algorithm skills learned in CS classes by implementing various algorithms himself. He shares his initial intent to understand the challenges of algorithm implementation more deeply.