AI Security
Griffin AI vs OpenAI Pricing: Security Workloads
Per-token pricing on the OpenAI API looks cheap on a single call and expensive on a year-long security workload. Griffin AI's pricing reflects the architecture.
Mar 21, 20262 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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GCP Binary Authorization Real-World Deployment
Binary Authorization works in production, but the rollout pattern is not obvious. This is the real-world deployment guide for 2026 GCP estates.
Mar 21, 20268 min read
Industry Analysis
CI/CD Platform Attack Trends 2026
CI/CD platforms have become high-value supply chain targets. We analyze 2026 attack trends, including runner abuse, action poisoning, and OIDC token theft.
Mar 21, 20268 min read
Vulnerability Management
Ageing Vulnerabilities: Fix vs Mitigate
Old vulnerabilities accumulate quietly until they become a compliance problem. Here is how to decide between fixing and mitigating, with evidence that holds up.
Mar 21, 20268 min read
AppSec
What Is VAPT? A Practical Guide to Vulnerability Assessment and Penetration Testing
VAPT combines automated vulnerability assessment with hands-on penetration testing. Here is what each half actually does and how to run VAPT that finds real risk.
Mar 21, 20266 min read
AppSec
SQL Injection Examples: Real Attack Patterns and How to Stop Them
SQL injection examples that show the attack patterns behind the CWE, why they work, and the parameterized-query fix that stops all of them at once.
Mar 21, 20267 min read
Open Source Security
Open Source Funding Crisis: What It Means for Your Tree
Critical infrastructure depends on unpaid maintainers, and burnout creates openings attackers exploit. xz-utils was the warning shot, not the exception.
Mar 21, 20267 min read
Container Security
3 Steps to Secure Container Images
A stock base image ships 180+ unused packages. Learn the 3 steps to secure container images: minimize, prioritize by reachability, and enforce.
Mar 21, 20267 min read
Open Source
minimatch npm: Security Review and Safe Usage
The minimatch npm package powers glob matching across the JavaScript ecosystem, and a ReDoS flaw made older versions a denial-of-service risk. Here is what to know and how to stay safe.
Mar 21, 20265 min read
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