donhardman

8 ms·

1.
by donhardman 11d ago
Author here. Fair critique, thanks. On the 512 tokens: that's the window of the model we benchmarked with (all-MiniLM-L6-v2), not a claim about embedding models in general. The article does mention text-embedding-3-small's 8,192 w
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Octomind 0.25.0: Skills that auto-activate using declarative rules(octomind.run)
1 points by donhardman 5mo ago|0 comments
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Ask HN: How do you give AI agents real codebase context without burning tokens?
5 points by donhardman 7mo ago|1 comments
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by donhardman 7mo ago
Working on a large Rust codebase. The token problem is real — Claude Code will happily spend $5 of context just trying to understand how two modules relate before writing a single line. And once context compaction kicks in, it's even w
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by donhardman 1y ago
Hi HN, I've been working on Octomind, an AI development assistant that addresses two problems I kept running into: 1. *Cost blindness* - Most AI tools don't show you what you're spending until the bill arrives 2. *Model ineff
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Octomind – AI dev assistant that remembers your codebase(github.com)
3 points by donhardman 1y ago|2 comments
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by donhardman 1y ago
Hey everyone! After bouncing between ChatGPT, Claude, and countless VS Code extensions for months, I got frustrated with the constant context switching and re-explaining my codebase to AI. So we built *Octomind* - an open-source AI assistan
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by donhardman 1y ago
Would appreciate any feedback. Built it for myself but looking for fair feedback! If you know of other semantic code search tools, let me know, because when I was looking for one, I totally did not see any. And yeah, all open source!
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I built a knowledge system that gives AI perfect codebase memory(github.com)
5 points by donhardman 1y ago|2 comments
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by donhardman 1y ago
# Your AI coding assistant finally has a full "memory" of your codebase Most of us have experienced that frustrating moment when working with Claude or another AI coding assistant: "Can you help me fix this authentication bug
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by donhardman 2y ago
This is interesting — has anyone tried something like this with Elasticsearch or maybe Milvus/Meilisearch/Typesense? I know those are popular for vector searches, but I haven't seen anything specific for improving GitHub sear
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Manticore Search 6.3.0 is out(manticoresearch.com)
2 points by donhardman 2y ago|0 comments
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by donhardman 3y ago
I'm thrilled to see the direction we'll take with this. We initially started with just a few features, primarily because we're eager to understand what you want from a service like this and then refine it based on your needs.
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by donhardman 3y ago
I like this update. Excited to give a try! Thanks for sharing.