Guardrails for Autonomous AI Agents: Allowlisting, Validation, and Human-in-the-Loop
OWASP's 2025 LLM Top 10 splits Excessive Agency into three root causes. Here's how tool allowlisting, output validation, and approval gates address each one.
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.
OWASP's 2025 LLM Top 10 splits Excessive Agency into three root causes. Here's how tool allowlisting, output validation, and approval gates address each one.
Go's exec.Command never invokes a shell — yet CWE-78 command injection keeps shipping in Go services. Here's exactly how, and how gosec's G204 rule catches it.
GitOps turns a Git repo into a deploy button — Argo CD's own CVE-2022-24348 path traversal proved what happens when that button isn't locked down.
One threat actor ran 3,000+ fake GitHub accounts and 2,200+ cloned repos to infect over 1,300 victims in four days. Here's how to spot the fakes.
npm has shipped a native `npm sbom` command since v9 — but a real supply chain program needs more than the CLI default. Here's how to do it right.
Broken Object Level Authorization has held the #1 spot on the OWASP API Security Top 10 since 2019 — and Django's get_object_or_404() does nothing to stop it.
Fastify's encapsulation model isolates plugin state by default — but one `fastify-plugin` wrapper or a stray `skip-override` symbol can silently punch a hole through every boundary you had.
CVSS says a flaw could be bad. CISA's KEV catalog, now past 1,300 entries, says one actually was exploited. Most teams still triage as if the two are the same.
Recon, enumeration, exploitation, and privilege escalation aren't just attacker steps — Log4Shell's 15-day gap between private report and public exploit shows why each maps to a disclosure decision.
Weekly insights on software supply chain security, delivered to your inbox.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.