Tag: AI code security

How to Triaging Vulnerabilities in Vibe-Coded Projects: Severity, Exploitability, and Impact

Learn how to triage vulnerabilities in vibe-coded projects by analyzing severity, exploitability, and impact. Discover why AI code fails security tests and how to build a robust workflow.

Red-Yellow-Green Deploy Gates for Vibe-Coded Changes: A Governance Guide

Learn how to implement Red-Yellow-Green deploy gates for vibe-coded changes. This guide explains how to balance AI-driven speed with security governance using a risk-based classification system.

AI Code Is Guilty Until Proven Secure: A Policy Framework for Teams

Explore why AI-generated code requires a 'guilty until proven secure' policy. Learn how to implement zero-trust frameworks, automate security checks, and protect your team from emerging AI-specific vulnerabilities.