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Articles

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AppSec

Code Quality Scanning: What It Catches and Why Security Cares

Code quality scanning and security scanning overlap more than most teams realize. Here is what static analysis of code quality actually finds and how to run it without alert fatigue.

Mar 26, 20266 min read
Regulatory Compliance

State Government Software Procurement 2026

State governments are tightening software procurement rules through 2026. Here is what is changing and how vendors should respond to win contracts.

Mar 26, 20268 min read
Best Practices

Runtime Drift Detection For Supply Chain Controls

An admitted workload is not a static one. Runtime drift detection turns the SBOM into a living contract and surfaces supply chain changes before they become incidents.

Mar 26, 20267 min read
Industry Analysis

Open Source Maintainer Targeting Trend

Open source maintainers are now a primary target for state and criminal actors. We trace the 2026 social engineering, infrastructure, and credential patterns.

Mar 26, 20267 min read
AI Security

Engine-Plus-LLM vs Pure-LLM Bug Hunters

The difference between an engine-plus-LLM bug hunter and a pure-LLM one is not a tuning detail. It is a structural divide that determines whether the findings are usable.

Mar 26, 20267 min read
DevSecOps

Azure ACR Trusted Images Policy Rollout

ACR's trusted images and notation signing combine into a deploy-time policy you can actually enforce. Here is how to roll it out without breaking AKS workloads.

Mar 26, 20267 min read
Vulnerability Management

Accepting The Unfixable: A Decision Framework

Some vulnerabilities cannot be fixed in any reasonable timeframe. Here is a structured framework for accepting risk responsibly with reachability and AI evidence.

Mar 26, 20268 min read
Security

How to Use PyPI openpyxl Safely: Security Risks and Fixes

The openpyxl package on PyPI is safe for most workloads, but XML parsing and spreadsheet formula injection deserve attention. Here is what to watch for.

Mar 26, 20265 min read
Container Security

Aqua Security Platform Buyer Review 2026

An in-depth 2026 buyer review of the Aqua Security platform: runtime protection, image scanning, Kubernetes posture, pricing, and where Aqua fits and where it does not.

Mar 26, 20265 min read

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