The story
The phrase is an initialism of too long; didn't read (or sometimes too long; don't read). The noun and verb are derived from the phrase.
Etymology from Wiktionary, CC BY-SA 4.0.
tl;dr
Today it means: Used to indicate that one did not read a (long) text. Full definition →