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Security Operations

Security Tool Consolidation: Doing More With Less Without Losing Coverage

The average enterprise runs 60-80 security tools. Most overlap, many go unused, and the integration tax exceeds the value. Here is how to consolidate without creating gaps.

Mar 14, 20265 min read
Regulatory Compliance

SEC Cyber Disclosure Rules: Year Two

A senior engineer's view of the second-year impact of SEC cybersecurity disclosure rules, what filings actually look like, and where supply chain risk fits in.

Mar 14, 20268 min read
Best Practices

IR Handoff From SecOps To Engineering

The handoff from incident response to engineering is where remediation goes to die. Here is a blueprint that turns a vague Slack message into a closed loop.

Mar 14, 20267 min read
Regulatory Compliance

HIPAA Supply Chain Evidence For Business Associates

HIPAA Security Rule expectations now reach into the software supply chain. Learn how Business Associates can produce evidence that satisfies OCR scrutiny.

Mar 14, 20267 min read
AI Security

Cryptography Misuse Detection: Griffin AI vs Mythos

Crypto misuse is not about broken algorithms. It is about misused parameters, missing checks, and the gap between "it compiles" and "it is secure."

Mar 14, 20265 min read
AI Security

Griffin AI vs Claude Computer Use: Security

Claude's Computer Use lets an agent drive a GUI. For security, this is powerful and dangerous in equal measure. The architecture around it matters.

Mar 14, 20262 min read
Container Security

Chiseled / Distroless Image Rollout Program

What it takes to standardise on chiseled and distroless container images across an engineering organisation: which workloads benefit, which do not, and how to handle the operational quirks of imageless containers.

Mar 14, 20267 min read
AI Security

Bulk Remediation Of Aged Vulnerability Backlog

Most security teams are sitting on hundreds of stale findings. Here is how to clear an aged vulnerability backlog with bulk remediation that actually merges.

Mar 14, 20267 min read
AI Security

Real-World Vs Synthetic Eval Gap In Security

Synthetic eval benchmarks are controllable. Real-world data is messy. The gap between performance on each is usually large, and vendors prefer one over the other for a reason.

Mar 14, 20262 min read

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