DevSecOps
Azure DevOps Pipeline Supply Chain Controls
Azure DevOps pipelines hold more production deploy power than any other system in many enterprises. The 2026 supply chain controls are not optional anymore.
Apr 9, 20267 min read
Resources
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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RSS feedVulnerability Management
CVE Fatigue: How To Stop Drowning Engineers
CVE fatigue is a productivity tax disguised as a security control. Here is how reachability filtering, auto-PRs, and AI triage restore engineering focus.
Apr 9, 20268 min read
Regulatory Compliance
DIB Small Shop CMMC Readiness On A Budget
Small defense industrial base shops cannot spend like primes. Here is a pragmatic CMMC Level 2 readiness path that fits a real small business budget.
Apr 9, 20268 min read
Industry Analysis
npm Account Takeover Pattern Evolution
npm account takeovers have shifted from opportunistic phishing to coordinated, multi-stage operations. We trace the 2025 to 2026 evolution and what it means for maintainers.
Apr 9, 20267 min read
Best Practices
Phased Policy Rollout: Warn To Block In Six Weeks
Hard-blocking a new policy on day one breaks builds and trust. A phased rollout from warn to block earns the right to enforce by proving the policy is correct first.
Apr 9, 20267 min read
AI Security
Zero-Day Discovery In Your Dependency Graph
Most zero-days that hurt enterprises in 2026 live three or four hops deep in the dependency graph. Here is what it takes to actually find them there.
Apr 9, 20267 min read
AI Security
Secure Code Training for Developers: What Actually Changes Behavior
Secure code training for developers works when it is contextual, hands-on, and tied to the code they ship this week, not an annual slideshow. Here is how to build a program that sticks.
Apr 9, 20265 min read
AI Security
Can AI Solve CAPTCHA? What the Research Actually Shows
Can AI solve CAPTCHA challenges? For most classic image and text puzzles, yes, and it has real consequences for how you defend against bots.
Apr 9, 20265 min read
AI Security
AI Data Quality: Why It Matters for Model Security
Poor AI data quality is not just an accuracy problem — it's an attack surface. Here's how data integrity, provenance, and validation shape the security of the models you ship.
Apr 9, 20266 min read
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