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Incident Analysis

Confluence Zero-Day Lessons: What CVE-2023-22515 Showed About SaaS-Adjacent On-Prem Risk

The Confluence broken access control zero-day from October 2023 hit thousands of self-hosted instances. A 2026 look at the exploit, the response, and the durable lessons.

Mar 5, 20265 min read
DevSecOps

Free Online Code Checkers: What They Actually Catch

An online python code checker or a free JS linter will catch syntax errors and style issues fast, but here is exactly where that coverage ends and real security scanning has to start.

Mar 5, 20266 min read
Supply Chain

SCA in Cyber Security: What It Actually Means

SCA in cyber security stands for software composition analysis — the practice of identifying every open-source component in an application and checking it against known vulnerabilities and licenses.

Mar 5, 20265 min read
Software Supply Chain Security

What is Software Provenance

Software provenance proves where an artifact came from and how it was built. Learn what it is, why it matters, and how to verify it with SLSA and Sigstore.

Mar 5, 20267 min read
Industry Analysis

The Future of Software Signing Is Keyless

Long-lived signing keys are operational debt that every security team eventually pays down the hard way. Keyless signing is not an experiment anymore — it is the mainstream design.

Mar 5, 20268 min read
Threat Intelligence

The Supply Chain Attack Kill Chain: A Framework for Defense

We propose a kill chain framework specific to software supply chain attacks, mapping attacker techniques to defensive controls at each stage.

Mar 5, 20266 min read
Comparisons

Snyk Code vs Snyk Open Source: What's the Difference

Snyk Code scans first-party source for flaws; Snyk Open Source scans dependencies for known vulnerabilities — different engines, different findings, and both are needed for full coverage.

Mar 5, 20265 min read
Best Practices

Safeguard vs Aqua Security Platform Review

A fact-based comparison of Safeguard and Aqua Security in 2026 across container coverage, runtime protection, SCA depth, and supply chain capabilities.

Mar 5, 20268 min read
Incident Analysis

Change Healthcare Ransomware 2024: Deep Dive

The Change Healthcare ransomware attack knocked US healthcare payments offline for weeks. A missing MFA on a Citrix portal was the root cause United confirmed.

Mar 5, 20267 min read

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