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.
One Ray dashboard flaw let attackers hit hundreds of exposed AI servers. SBOM plus call-graph data is how you find every service that shares the exposure.
OWASP's 2025 LLM Top 10 added three new categories in one revision — here's what changed, why, and concrete mitigation patterns for each risk.
Copilot, Cursor, and Windsurf all read untrusted repo text into the same channel as trusted instructions — three 2025 CVEs show what happens next.
A single malicious PR title was enough to make three major AI coding agents leak API keys straight out of a GitHub Actions runner.
A 2021 NYU study found 40% of Copilot-generated code contained exploitable bugs — and that's before counting leaked secrets or hallucinated packages.
OpenAI's API went down three separate times in 2024 alone — if your SAST pipeline hard-depends on one model provider, its outages and blind spots become yours.
Samsung banned ChatGPT company-wide in May 2023 after engineers pasted proprietary source code into it three times in 20 days. Here's how to adopt AI coding assistants without repeating that mistake.
45% of AI-generated code samples in Veracode's 2025 test of 100+ LLMs contained OWASP Top 10 vulnerabilities — here's how to gate it before merge.
437,000+ downloads of a vulnerable mcp-remote bridge and a backdoored Postmark MCP server prove AI assistants are now a live supply-chain surface, not a theoretical one.
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