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CroviaTrust

3 karmajoined 2 months ago
Open-source developer working on developer tools, provenance, and verifiable AI evidence.

Submissions

[untitled]

1 points·by CroviaTrust·3 days ago·0 comments

Show HN: Causari – Content-addressable ledger for AI agent code edits

causari.dev
3 points·by CroviaTrust·7 days ago·1 comments

Intent-addressable code for AI coding agents

github.com
2 points·by CroviaTrust·10 days ago·0 comments

comments

CroviaTrust
·7 days ago·discuss
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CroviaTrust
·7 days ago·discuss
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CroviaTrust
·10 days ago·discuss
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CroviaTrust
·2 months ago·discuss
I would not look only at the model, but at the workflow around it.

Claude is still very strong for reasoning over larger code changes, but the cost becomes painful if you use it as a constant pair programmer. For daily work I usually get better results by combining a cheaper model/tool for small edits with a stronger model only for architecture, refactors or debugging.

The real missing piece for me is not another chat UI, but a clean way to make repos more predictable: detect the stack, know how to run tests, know how to build, and avoid guessing commands. Most AI coding tools still waste time because they do not understand the project’s operational surface before editing.

So my answer would be: use Claude selectively, but invest more in tooling around the repo itself.
CroviaTrust
·2 months ago·discuss
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CroviaTrust
·2 months ago·discuss
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CroviaTrust
·2 months ago·discuss
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CroviaTrust
·2 months ago·discuss
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