The blog post discusses the author's personal experiment with encoding images to AVIF format, highlighting the success of reducing PNG file sizes significantly. The author shares insights on the advantages of AVIF and the importance of keeping original image files during the encoding process, emphasizing lessons learned from the experimentation.