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AI Security

Building Securely with AI (secure AI-assisted development)

AI coding assistants ship code fast — Veracode found 45% of AI-generated code contains security flaws. Here's what secure AI-assisted development actually requires.

Jun 16, 20267 min read
Security

Malware Meaning: What It Is and How It Spreads

The meaning of malware is simple — any software written to harm, exploit, or gain unauthorized access — but the categories and delivery methods are worth knowing.

Jun 16, 20265 min read
DevSecOps

Azure DevOps pipeline security best practices

A practical guide to the six Azure DevOps pipeline settings attackers exploit most, with exact controls to fix fork triggers, secrets, and agents.

Jun 16, 20267 min read
AI Security

Vector DB Security Considerations

Vector stores hold derivatives of your most sensitive text. We cover the access, isolation, and integrity controls production deployments of Pinecone and Weaviate need.

Jun 16, 20265 min read
Industry Analysis

The hidden cost of surface-level code security

Legacy SAST/SCA scanning piles up findings without context, quietly building code security debt whose hidden cost shows up in engineering hours, audits, and breaches.

Jun 16, 20267 min read
SBOM

SBOM Interoperability: Bridging CycloneDX and SPDX

Your suppliers send SPDX. Your tools expect CycloneDX. Interoperability between SBOM formats is a real operational challenge. Here is how to solve it.

Jun 15, 20266 min read
DevSecOps

Python itsdangerous: Signing Data Safely and Avoiding Key Leaks

The Python itsdangerous library signs data so tampering is detectable. Getting it right depends on how you handle the secret key and key rotation.

Jun 15, 20266 min read
Application Security

How Snyk Code suppressions and in-file ignore annotations...

How Snyk Code's in-file ignore annotations and UI-based suppressions work mechanically, from fingerprinting to Consistent Ignores, and where governance gaps appear.

Jun 15, 20267 min read
Application Security

How Snyk Code's incremental scanning speeds up repeated s...

Snyk Code speeds up repeat SAST scans on large codebases by re-analyzing only changed files instead of the whole repository each time.

Jun 15, 20267 min read

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