The Stillaguamish Valley Genealogical Society has digitized the Arlington Times in our holdings (1895-1924). To access the digitized archive, click this link: http://svg.stparchive.com
The Stillaguamish Valley Pioneers have also digitized the Arlington Times (1907-1997) and can be accessed by clicking this link: http://sta.stparchive.com
There is very little overlap between the three archives, so make sure to explore all three links. Navigating to any of the pages will give you a choice to browse the newspapers (by year) or search using keywords.
Also available at SVGS are the newsprint editions of The Arlington Times, published from 1963 through March 15, 2020, the final edition of the newspaper.