I built Klarion, a secret scanner that asks an LLM before it alerts. Here's how it did against 4 others on 61k files
This story is from 2026-10-04. It is preserved in the archive; the latest stories are on the live feed.
Secret scanners have a noise problem. Point one at a big, healthy codebase and you get hundreds of alerts: test fixtures, docs examples, long identifiers that happen to look random. People stop reading them, and then the real leak slips through. That gets worse with AI coding agents, which write fi…
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- 2026-10-04 17:46 · DEV Community — AI
I built Klarion, a secret scanner that asks an LLM before it alerts. Here's how it did against 4 others on 61k files