I built Klarion, a secret scanner that asks an LLM before it alerts. Here’s how it did against 4 others on 61k files

Короткий огляд матеріалу з Dev.to DevOps: I built Klarion, a secret scanner that asks an LLM before it alerts. Here's how it did against 4 others on 61k files.

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 files faster than anyone reviews them. So I built Klarion, a scanner that asks an LLM before it raises

Це адаптований дайджест українською, а не повний передрук статті.

Джерело: Dev.to DevOps