Viewing profile — sachamorard

What does that have to do with the topic? Someone is sharing something serious on this thread, I don't see how your message helps.

It's far from being a foolish idea, and it seems to me that the project correctly documents its own limitations. It's rare to see a README list so precisely where the tool falls sh…

More info in the GitHub repo, in the reports folder (sorry, I'm not sure I can add the link here without being flagged). "Codex + Edgee consumes roughly half the fresh tokens of th…

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The compaction problem described here is worse than it looks because of the asymmetry between the compactor and the reader. The model doing the compaction has full access to everyt…

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Cool idea. I have had rather a bad experience with semantic caching. Do you have benchmarks that demonstrate the effectiveness?

Really cool concept! The spatial sorting into llms.txt is a clever touch. ;)

That's exactly the trade-off we're pointing at. One nuance we've been seeing in practice is that the "utility" of a token isn't purely semantic: some tokens carry behavioral constr…