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I'm not sure if it's a user issue, but someone sent me a long markdown of issues GLM 5.3 found, and most of them are panics (we don't consider panics to be CVEs) It didn't find any of the CVEs oss-scanner found.

We don't have access to much AI tools our-self since Pion is free and opensource and we don't get paid :) so we rely on token donations for review and fixes

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OpenCode Go is an awesome plan, $10 / month goes pretty far, especially with the flash models

Yes. If you have a model scan for errors and fix them in a loop, it can go 100 rounds without stopping. Maybe it needs a strict stopping criterion, e.g. the model has to prove a vulnerability is actually exploitable before it counts.

Anthropic needs to hear this advice, re: Mythos kernel CVE reports with only "it crashed" as the report

https://www.youtube.com/watch?v=NnV_cWeoo5Q

Ha, yes. "It crashed" is not a proof. A test that fails before the fix and passes after would be a good bar.

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