Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Shadow AI is the new shadow IT. Safeguard's AI-BOM discovery, AI-SPM artifact scanning, and AI Gateway runtime guardrails cover discovery, artifact safety, and runtime behavior for AI assets.
AI agents like Claude, ChatGPT, and Cursor are reaching into production systems faster than traditional IAM can track. MCP Guardrail governs the traffic and agent identity tracks the actor.
Regulated buyers often cannot send code to any third-party model. Safeguard's Zero AI mode, bring your own model, and local on-prem model options let them use the platform without crossing that line.
Compliance teams lose the most time not gathering evidence but explaining it. Safeguard's Lion model maps evidence to controls and writes the audit-grade narrative that connects them.
Safeguard's Eagle model does more than classify malware and typosquats. It adversarially attacks its own findings and patches before they ever reach your team, cutting false positives at the source.
Wing FTP Server, MongoDB, a Digiever network video recorder, and Libraesva's email security gateway each produced a confirmed-exploited CVE, none scoring above 8.8.
CVE-2025-32463 let any local user leverage sudo's --chroot option to run commands as root, bypassing the sudoers access-control model entirely.
A flaw in n8n's expression evaluation system let authenticated users escape its execution sandbox entirely, confirmed exploited by malware documented targeting the platform.
CVE-2026-9082 hits the shared database abstraction API every Drupal module and query routes through, confirmed exploited just two days after Drupal's own security advisory.
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