Container and Kubernetes scanning in agent-driven DevOps, without new trust boundaries
Autonomous agents that rebuild and redeploy containers can patch a CVE in under an hour — or become a new privileged path to production if scanning isn't gated.
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.
Autonomous agents that rebuild and redeploy containers can patch a CVE in under an hour — or become a new privileged path to production if scanning isn't gated.
The jsonwebtoken library shipped three separate signature-bypass CVEs between 2015 and 2022 — algorithm confusion is still the most common way JWTs fail.
Maven resolves version conflicts by nearest path, not highest version — one new direct dependency can silently reintroduce a patched CVE.
23,000+ repos leaked secrets when tj-actions was hijacked in March 2025. Here's the revoke, rotate, and audit playbook for when it's your turn.
Wiz Research found 550+ leaked secrets across 500+ VS Code extensions, including publisher tokens that let attackers push malicious updates to entire install bases.
242.9 million records were exposed in 2024 HIPAA breaches. Generic AppSec checklists don't satisfy FDA premarket SBOM rules or a pending HIPAA rewrite.
A typical java:17 image ships a full OS and root shell; distroless plus JVM container-awareness flags cut that attack surface to almost nothing.
A tour of this month's releases — watching Griffin work in real time, publishing your security posture and artifacts to a governed Trust Center, and reaching Safeguard from the browser, CLI, IDE, and MCP.
FedRAMP Moderate maps to roughly 300 NIST 800-53 controls — and FedRAMP 20x is now replacing the old triennial paperwork cycle with continuous evidence.
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