Blog
News & Insights
Updates from the SafeWeave team on security, engineering, and product development.
SafeWeave vs SonarQube: The Best Code Security Tool for Vibe Coders in 2026
SonarQube was built for a pre-AI era. SafeWeave was built for vibe coders. Compare architecture, security coverage, developer experience, and pricing side by side.
Read articleSafeWeave vs Snyk: Which Security Scanner Is Best for AI-Native Development?
A thorough comparison of SafeWeave and Snyk across scanning coverage, developer experience, AI-native workflow integration, pricing, and more. Find out which security scanner fits modern AI-assisted teams.
Read articleThe Hidden Security Risks of AI-Generated Code: A Comprehensive Guide for Developers
LLMs produce syntactically correct but semantically insecure code at scale. Learn what vulnerabilities they commonly introduce and how to mitigate them.
Read articleMCP Security Scanning Explained: How Model Context Protocol Is Revolutionizing Code Security
The Model Context Protocol lets AI assistants call external tools natively. Here is how MCP enables real-time vulnerability detection inside Cursor, Claude Code, and VS Code.
Read articleSAST vs DAST: The Complete Guide to Application Security Testing in 2025
Understand the differences between static and dynamic analysis, when to use each, and how modern tools combine both for comprehensive coverage.
Read articleOWASP Top 10 for AI-Assisted Development: Vulnerabilities Your Copilot Won't Catch
A practical walkthrough of how each OWASP Top 10 vulnerability manifests in AI-generated code, with real examples and remediation strategies.
Read articleShift-Left Security in the AI Era: Why Traditional DevSecOps Isn't Enough
Traditional shift-left assumes humans write code. When AI generates it, scanning needs to happen in real-time inside the IDE.
Read articleThe Ultimate Guide to Secrets Detection in Code: Preventing API Key Leaks and Credential Exposure
API keys, tokens, and credentials leak into codebases every day. Learn how to detect, prevent, and remediate secret exposure in your projects.
Read articleContainer Security Scanning Best Practices: Securing Docker Images from Build to Production
From base image selection to runtime security, a comprehensive guide to scanning and securing your containerized applications.
Read articleDependency Vulnerability Scanning: How to Protect Your Software Supply Chain
Your code is only as secure as its dependencies. Learn how to scan for CVEs, manage transitive risks, and keep your supply chain safe.
Read articleInfrastructure as Code Security: Catching Misconfigurations Before They Reach Production
Terraform, CloudFormation, and Kubernetes manifests can contain critical misconfigurations. Learn how to scan and fix them before deployment.
Read articleSecurity Compliance for Startups: A Developer's Guide to SOC 2, HIPAA, and GDPR
Demystifying compliance frameworks for engineering teams. Practical steps to meet SOC 2, HIPAA, and GDPR requirements with automated security scanning.
Read article