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AI + OSV: How GitScope Catches CVEs Before They Hit Production

Static security scanners miss context. GitScope's two-layer approach combines Google's OSV database for known CVEs with an AI layer that understands your codebase's actual exposure — so you see risk, not just a raw vulnerability list. Here is the architecture behind it.

GitScope Team

GitScope Team

April 18, 2026

9 min readRead article