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DevSecOps

Flux CD GitOps Security Practices

Hardening Flux CD deployments with multi-tenancy, RBAC, secret encryption, and image verification for secure GitOps workflows.

Jan 10, 20265 min read
Best Practices

Shifting Left Without Slowing Down

How to integrate security earlier in the development lifecycle without turning your CI pipeline into a bottleneck that developers hate.

Jan 10, 20266 min read
AI Security

Remediation PR Quality: Griffin AI vs Mythos

Griffin AI produces draft PRs with taint paths, exploit hypotheses, and disproof attempts. Mythos-class pure-LLM tools skip those anchors, and PR quality suffers.

Jan 10, 20267 min read
AI Security

Griffin AI vs Llama 3 for Security Workflows

Llama 3 is a powerful open-weight foundation model, but security workflows demand more than raw inference. Here is how Griffin AI compares.

Jan 10, 20267 min read
AI Security

Enterprise AI Security Rollout: The Governance Gap

Most enterprises rolled out AI-for-security tools faster than their governance processes could keep up. The resulting gap is where most of the pain from 2025 deployments lives.

Jan 10, 20267 min read
Vulnerability Management

CPE Naming Convention and the Vulnerability Matching Problem

CPE is the backbone of NVD vulnerability matching, and it is deeply flawed. Understanding its limitations is essential for accurate vulnerability management.

Jan 10, 20266 min read
Application Security

The OWASP Top 10 (2021) Through a Supply Chain Security Lens

The 2021 OWASP Top 10 added supply chain risks for the first time. Here is what each category means when your code is mostly someone else's code.

Jan 10, 20268 min read
Industry Analysis

The State of SBOM Adoption in 2026: Progress, Gaps, and Reality

SBOM adoption has grown rapidly, but maturity varies wildly. Here's where the industry actually stands heading into 2026.

Jan 10, 20266 min read
Vulnerability Analysis

OpenSSL BN_mod_sqrt infinite loop DoS (CVE-2022-0778)

CVE-2022-0778 lets attackers hang OpenSSL with a single malformed certificate. Here's the impact, affected versions, and how to remediate fast.

Jan 10, 20267 min read

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