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Application Security

Reachability Analysis for Java: A 2026 Deep Dive

Java reachability under classpath reality: reflection, Spring autowiring, shaded JARs, Log4Shell, and what modern tools actually resolve versus over-approximate.

Mar 4, 20266 min read
Open Source Security

GraalVM Native Image Supply Chain

GraalVM native images change the supply chain story in ways that most SBOM tooling has not caught up with yet. Here is what gets baked in, what gets stripped out, and what still needs to be tracked.

Mar 4, 20267 min read
Incident Analysis

CrowdStrike Falcon Update Triggers Global IT Outage: What Happened

On July 19, 2024, a faulty CrowdStrike Falcon sensor update caused 8.5 million Windows machines to blue-screen worldwide, grounding flights, halting hospitals, and exposing the fragility of centralized security infrastructure.

Mar 4, 20266 min read
SBOM & Compliance

SBOM Incident Response: Finding Affected Products Fast

When a critical CVE drops, the only number that matters is minutes-to-blast-radius. Here is how a well-run SBOM programme answers the question in under five minutes.

Mar 4, 20267 min read
SBOM

SBOM Generation: Syft, Tern, Trivy Compared (2026)

An engineer's side-by-side of Syft, Tern, and Trivy for SBOM generation in 2026, with honest notes on accuracy, performance, and where each tool actually fits.

Mar 4, 20267 min read
AI Security

Remediation SLA Tracking Without Spreadsheets

Tracking remediation SLAs in spreadsheets is how programmes drift. Here is how to track SLAs in the same system that finds, fixes, and merges vulnerabilities.

Mar 4, 20267 min read
Frameworks

NIST AI RMF Cybersecurity Profile (NIST IR 8596 Draft)

NIST released the preliminary draft Cybersecurity Framework Profile for AI (NIST IR 8596) in December 2025, addressing the intersection of AI and cybersecurity from three angles.

Mar 4, 20267 min read
Regulatory Compliance

NIS2 Supply Chain Evidence For EU Operators

NIS2 expects essential and important entities to manage supply chain risk with documented evidence. Learn how to build a program that survives competent authority review.

Mar 4, 20267 min read
Container Security

Kubernetes Operator Supply Chain Controls

Operators are powerful, privileged, and often under-governed. This post covers the supply chain controls that keep operator installations from becoming the largest attack surface in your cluster.

Mar 4, 20267 min read

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