1) that makes perfect sense. Basically like a dry-run test when you're crafting the filter. It'd take more dev time to implement that, I just wanted to get a ba

1) that makes perfect sense. Basically like a dry-run test when you're crafting the filter. It'd take more dev time to implement that, I just wanted to get a bare bones out, but I'm taking notes :) 2) From what I understand, search.twitter.com, well they have their own special secret-sauce-laced algorithm; and outside looking in I don't know how they relate, but from what I've tested, it's different. public_timeline is a very small subset of the total tweets in the world. Basically, every 60 seconds they give you a snapshot of 20 tweets, randomly picked from the Twitter universe. With search.twitter.com, you're searching for something specific (public timeline is 100% random) 3) Good to know, noted. 4) I thought about a rate limiter, but to need a rate limiter, you've either (a) entered a filter that is overly generic (since it's matching over aggressively) -or- (b) you genuinely are seeing that many tweets with a similar pattern that matches the filter. In the case of (a), you'd have to make your filter less aggressive. In the case of (b), then you must be a "power" power user. A made-up example would be if you were @starbucks and hundreds of Starbucks fans would each day ask you "did you change the frappucino light formula?" http://twitter.com/ShesShoppingNow/status/12914278780 http://twitter.com/ShesShoppingNow/status/12914278780 - which if that was indeed the case, that is the perfect use case ;) You'd be auto-answering a question that gets repeated to you over and over and over ... In social media, it's all about honesty/transparency/genuine-"ness", so yeah .. definitely craft the response to be as genuine as possible (its your choice to make it not generic sounding), but then yeah, if people see you repeat the same exact words over and over, they might suspect you automated it. I guess then I will throw in a "randomizer" to include a slight variation in the response ;) And on the last point, I was thinking the same .. the percentage of people who might find this useful is probably not the bulk of Tweet-izens :/ But it was a fun exercise for me, and I thought I'd put it out there for the world and see if anyone cares!