saxnotsaxnot@chaos.social
Nov 9, 2026, 12:27 AMI have a oven
I put company source code in
a month later I take it out and have a list of real vulnerabilities and reproduction scripts
billions of tokens spent
massive win
Replies
- saxnotsaxnot@chaos.socialNov 9, 2026, 12:30 AM
I didn't even put design work in.
I said I want a report at the end and claude came up with a system where every piece of code is scanned thrice and scanning continues until no more issues are foundFor 6000 lines of code it takes 4ish weeks and costs billions of tokens?
it only uses the tokens which are "left over" in the contingent. No extra cost.
and damn are those nasty bugs it finds. Extremely impressed
- saxnotsaxnot@chaos.socialNov 9, 2026, 12:31 AM
Unironically "oven" is such a better name than "code-audit" I should rename it
- saxnotsaxnot@chaos.socialNov 9, 2026, 12:33 AM
The system is pacing itself automatically and never takes more tokens than it should.
there is no intelligence it's just hours until quota refresh divided by total hours in duration.
- saxnotsaxnot@chaos.socialNov 9, 2026, 12:40 AM
> and damn are those nasty bugs it finds. Extremely impressed
what can I say? I would have never found that stuff with Valgrand or shellcheck or megalinter.
and it cost 0 extra euro (to the company).
It did cost me more than 0 minutes to set it up that has to be considered