The Gap Between Scanning Before Deploy and Watching After
A clean pre-deploy scan says nothing about what a workload actually does once it is running. eBPF-based runtime protection watches, and enforces, in real time.
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.
A clean pre-deploy scan says nothing about what a workload actually does once it is running. eBPF-based runtime protection watches, and enforces, in real time.
PII, PHI, PCI data, and secrets spread across environments faster than most teams can track. DSPM finds and classifies it before an auditor has to ask.
Vulnerability scanning tells you what could go wrong. Defensive adversary emulation mapped to MITRE ATT&CK tells you whether your controls would actually catch it.
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.
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