AI Security
Why AI-generated code quality problems compound into security risk
Developers using AI coding assistants wrote less secure code in 4 of 5 tasks in a 2023 Stanford study — and were more confident it was safe.
Jul 8, 20267 min read
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Supply Chain Security, in plain English.
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.
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What AI Executive Orders Actually Mean for Enterprise Security Teams
The US revoked its AI safety EO in January 2025, but SBOM and evidence obligations under EO 14028 never went away — and the EU AI Act just got harder deadlines.
Jul 8, 20267 min read
AI Security
The supply-chain and IP risk hiding inside AI coding assistants
GitHub has disclosed that Copilot suggestions match training-set code verbatim about 1% of the time — and a class action over it is still being argued in 2026.
Jul 8, 20267 min read
Application Security
AI code review: what it actually catches versus misses
GitClear's 211M-line study found copy-pasted code rose from 8.3% to 12.3% of changes from 2020 to 2024 — even as AI reviewers flag more comments, the defects that matter most still slip through.
Jul 8, 20266 min read
AI Security
How to validate AI-generated autofix suggestions before you merge them
319 LLM patches for 64 real CVEs were graded in 2026: only 24.8% were both secure and functional. Speed without validation just merges bugs faster.
Jul 8, 20266 min read
AI Security
AI-assisted vulnerability remediation patterns: what to verify before you merge
GitHub reports its Copilot Autofix suggestions resolve two-thirds of flagged vulnerabilities with little or no editing — but the other third is where merges go wrong.
Jul 8, 20267 min read
AI Security
Integrating AI Tools Without Expanding Your Attack Surface
Stanford researchers found developers using AI coding assistants wrote more security bugs — and felt more confident in them. Here's how to adopt AI safely.
Jul 8, 20268 min read
AI Security
Agents Can Now Procure Safeguard Through MCP
AI agents can browse regional pricing, compare tiers, start a Stripe checkout, and verify activation — the entire Safeguard procurement journey now runs through the MCP server.
Jul 8, 20266 min read
Buyer's Guides
Best open source vulnerability database and threat intell...
A practical buyer's guide to open source vulnerability database tools, CVE aggregation, and threat intel feeds for tracking OSS risk.
Jul 8, 20267 min read
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