It always takes longer than you expect, even when you take into account Hofstadter’s Law.
I think I want to use 3x multiplier especially when the team is heavily using AI, managing self improving harness like systems and prepared to work hard on bugs and performance issues. 90-90 rule is 90-900 now. The Infinite Tail Problem.