I Turned a Real Security Incident Into a Benchmark. 6 Models Audited the Code That Lied.
This story is from 2026-09-24. It is preserved in the archive; the latest stories are on the live feed.
Three weeks ago I audited a server-side proxy route in my own product and found that its code had been lying to me. The comments confidently described a security posture — validate every target, strip credentials, cap responses — while the implementation quietly leaked past all of it. I fixed the b…
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- 2026-09-24 13:41 · DEV Community — Machine Learning
I Turned a Real Security Incident Into a Benchmark. 6 Models Audited the Code That Lied.