How to build and justify an AI security budget
CVE-2025-6514 let a flawed MCP proxy escalate to full remote code execution — a preview of why AI/agentic risk needs its own budget line, not a slice of the AppSec line.
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.
CVE-2025-6514 let a flawed MCP proxy escalate to full remote code execution — a preview of why AI/agentic risk needs its own budget line, not a slice of the AppSec line.
No vendor covers model security, agent runtime policy, supply-chain risk, and code-level AppSec alone — partner-sourced ARR at one major vendor grew over 6x from 2023 to 2025.
Snyk's Evo Agentic Development Security, in open preview since June 23, 2026, hooks directly into an agent's tool calls — proof that pre-deployment review can't govern a decision made mid-session.
One engineering team cut critical vulnerability remediation from a week to 24 hours after wiring security checks into AI coding tools at the moment of code generation.
One forgotten npm maintainer account let an attacker republish all 142 packages in the @mastra scope in 90 minutes, hitting a package with 4 million monthly downloads.
MD5 and SHA-1 collisions were proven broken decades ago, yet they still power passwords, checksums, and signatures in production code today. Here's why—and how to find them.
A single deleted line broke Debian's OpenSSL keys for two years. We break down real insecure randomness vulnerabilities and how Safeguard catches weak PRNGs before attackers do.
Missing encryption of sensitive data (CWE-311) drove breaches from Equifax to CVS Health. Here's how it happens across the software supply chain and how to catch it early.
LayerX's October 2025 CometJacking attack siphoned Gmail and Calendar via one Perplexity Comet click. The browser-as-agent design is the new blast radius.
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