LLM Input Example for Code

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Setting up a local LLM is the easy part—here's what you need to do with it next

Put your local AI to work.

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory ...

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Setting up a local LLM is the easy part—here's what you need to do with it next

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

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