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I Counted 30 Days of My Claude Code Tokens. 98% Were Cache Reads.
What Claude Code writes to your disk, how to add it up without counting twice, and where your plan limits live. I pay a flat monthly fee for Claude, so for months I never thought about tokens. Then I...
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SpectRAG: Weighted Chunk Graphs for Token-Budgeted Context Selection in Multi-HopâŚ
SpectRAG: Weighted Chunk Graphs for Token-Budgeted Context Selection in Multi-Hop Retrieval-Augmented Generation SpectRAG turns your corpus into a weighted chunk graph and uses spectral graph theory ...
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The Agentic Substrate of the Future Is Not a Machine
Today we put agents inside sandboxes. The next step is to stop making the sandbox a place at all. Most agent runtimes today look a lot like the computers we already know how to run. Give the model a ...
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