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Getting More Out of Claude

a lot of people are hitting their claude session limits right now

read this to get more out of your claude

I hit mine in three days. every week. for months.

heres what actually changed that

I stopped giving claude everything

for the longest time I was pasting my entire project into every session. every file every note every piece of background. thought more context meant better answers

it doesnt. it means more tokens burned on stuff the model never touches and worse output because the signal gets buried in noise

the fix wasnt a better prompt. it was building a system outside of claude

I set up a vector database on my server with all my project knowledge indexed. one script runs before every session and pulls only whats relevant to what im working on right now. 76 percent fewer tokens per session. output quality went up not down

thats the part that surprised me. less input produced more focused output

the analogy that made it click

you wouldnt hand a contractor your entire filing cabinet and say figure it out. youd hand them the blueprint for the specific job

thats what organized external context does

the other thing nobody mentions is prompt structure

the beginning and end of your context window get the most weight. the middle gets deprioritized. same way humans process information. you remember the first thing and the last thing. the middle fades

I had it backwards for months. background at the top. question buried at the bottom. flipped it and the difference was immediate

six months ago I didnt know what a vector database was

now theres one running on my server handling context retrival for every session I start. 94 reference files indexed. 4 custom skills. 10 active projects all feeding into the same knowledge base

I still hit my limit some weeks. but now its because im actually building not because im wasting tokens on context the model doesnt need

the people getting more out of the same plan dont have better prompts

they have better systems around the same prompts

#ClaudeCode #AI

Getting More Out of Claude

Getting More Out of Claude

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