What Is Local AI Code Review?
June 17, 2026
A practical explanation of local AI code review, why it matters, and how it helps teams find security flaws without exposing source code.
Blog
Security field notes and AI assurance research.
Stormhold posts will focus on local AI-powered code review, web application pentesting, private AI systems, and practical security decisions for sensitive-data teams.
Why Source Code Privacy Matters in AI Security Tools
June 17, 2026
AI security tools can be useful, but source-code privacy has to be designed into the workflow from the start.
Web App Pentesting vs Automated Scanners
June 17, 2026
Automated scanners are useful, but they are not the same as a scoped web application pentest with validation and business logic testing.
How to Scope a Safe Web Application Pentest
June 17, 2026
A practical guide to scoping a web application pentest without surprising production systems or your own team.
Private AI for Regulated Businesses
June 17, 2026
Private AI can help regulated teams use internal knowledge and automation without casually leaking sensitive data.