GitGuardian's engineering team is tackling major technical challenges in 2026: scaling infrastructure to handle 10x data growth, achieving 5x improvement in secret scanning performance through hybrid ML/LLM detection, building a Non-Human Identity governance platform using graph-based approaches, integrating AI as a core

6m read timeFrom blog.gitguardian.com
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Scaling for the Next Order of MagnitudeThe Evolution of Secret DetectionFrom Secrets to IdentitiesAI as a Force MultiplierConsolidating Our PlatformThe Foundation: Engineering Excellence

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