18 Claude Code Token Hacks in 18 Minutes
Nate Herk | AI Automation · 4,251 words · 21 min read · EN-ORIG

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In the past week or so, so many people have been complaining about hitting their Claude code limit insanely fast. Claims like one prompt that is about 1% of the limit is now around 10%. You could go through X and find tons and tons of threads about this topic. Even on a $200 per month plan, people are
reaching the session limit way too fast. And then we got this post from an Anthropic employee that basically said that they are working on a little change with peak hours and off-peak hours. But even after that, some people were saying they were still hitting it really quick even during off-peak hours. So anyways,
I've been playing around a ton, trying different doing research, and I have 18 token management hacks for you guys that I've organized from tier one all the way up to tier three, so they get more advanced as we go. I'm very confident that by the end of this video, you will feel like your Claude code usage has
doubled, tripled, maybe even five-xed. So let's not waste any time and just get straight into the video. So as I've been optimizing my own token management, I think that what's really important to realize first is how tokens actually work. Because once you realize how Claude uses tokens, it makes it very clear how you should actually reverse
engineer the way that you work in order to use less tokens. So a token is the smallest unit of text that an AI model reads and charges you for. It's roughly one token is one word, but that's not explicitly true, kind of just a good baseline. So every time that you send a
message, Claude rereads the entire conversation from the beginning, and all of those are tokens that it's charging you for. So message one, it will read it, then it will read its reply, and then message two, and then the reply, all the way up to your latest prompt. And it does that every single time. And
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