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Articles

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Container Security

What is a Golden Image

A golden image is the hardened template every server and container is cloned from — powerful for consistency, dangerous when it goes stale. Here's how to secure it.

Feb 1, 20267 min read
Industry Analysis

Erlang/OTP atom exhaustion and deserialization risks in E...

How the elixir atom exhaustion vulnerability lets attackers crash BEAM nodes via unsafe binary_to_term calls, and how Safeguard catches the pattern before it ships.

Feb 1, 20267 min read
Container Security

What is Image Signing

Container image signing binds a cryptographic signature to an image's digest so you can prove what's running is what was actually built — not just scanned.

Feb 1, 20267 min read
Open Source Security

Auditing Elixir and Phoenix apps with mix_audit and Sobelow

A hands-on mix_audit Sobelow tutorial for scanning Elixir and Phoenix apps: dependency audits, static analysis, CI wiring, and triage tips.

Feb 1, 20267 min read
Incident Analysis

Ledger Connect Kit Attack: What Devs Missed

A phishing-obtained GitHub token published a wallet drainer as @ledgerhq/connect-kit in Dec 2023. What the incident tells us about Web3 supply chain trust.

Feb 1, 20267 min read
AI Security

Training Data Opacity As A Trust Limit

You cannot audit what you cannot see. Frontier model training corpora are effectively opaque to their users, and that opacity is not incidental. It shapes what kinds of trust you can extend to the outputs.

Jan 31, 20267 min read
AI Security

Griffin AI vs Gemini Long Context for Codebases

Gemini's million-token context window is a genuinely new capability. For security analysis of large codebases, is it enough on its own?

Jan 31, 20267 min read
AI Security

Human Review Burden: Griffin AI vs Mythos

Auto-remediation only scales if human review stays cheap. Griffin AI's grounded PRs keep reviewer time low; Mythos-class PRs push the cost back to humans.

Jan 31, 20266 min read
Container Security

What is Admission Control (Kubernetes)

Admission control is the last checkpoint in Kubernetes before an object is written to etcd — here's how webhooks, PSA, and policy engines enforce it.

Jan 31, 20267 min read
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