stop pasting documents into Claude Code, you're using a $200 brain as a search engine every time yo...

April 14, 2026 at 5:11 AM Transcribed
Instagram: @eliicolussi_

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stop pasting documents into Claude Code, you're using a $200 brain as a search engine every time you drop a 10-page doc into your session Claude reads the whole thing just to find the one part it actually needs, that's the most expensive thing you can do with a language model the split that fixes it: NotebookLM handles retrieval, load your sources once and they just sit there, specs, client docs, past projects, competitor research, Claude never touches them until it needs something specific Claude Code handles execution, it queries NotebookLM via MCP and gets back exactly what it needs, 200 tokens instead of 2,000 context stays clean, sessions run faster, NotebookLM is completely free the bottleneck in most Claude Code setups isn't the model, it's the architecture around it

Transcript

Language: tr-TR
Stop pasting documents into Claude code. Every time you paste A10 page doc into your session, Claude reads the whole entire thing just to find one section it needs. If you do this enough times, this can be a very expensive habit. Here's the split that fixes it. You can use the notebook LMMCP which handles retrieval. You can load your sources once, specs, past projects, client docs, competitor research. Then they just sit there and they never expire. The best thing is that Claude doesn't see them until it needs them, so you're not wasting context window and notebook does the chunking for us. Claude code handles the execution when it needs something. It queries notebook LM via the MCP server and it gets back the exact chunk it needs, which is like 200 tokens instead of 2000. The contact stays clean, the session runs faster, and notebook LM is completely free to use. I'm using this exact workflow for every single project I've been working on, and I'm noticing a very tangible difference in my token consumption.

Text from Video (OCR)

Never paste your documents into Claude code Stop pasting documents
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