Insights
Research and guidance on security for the AI era.
Practical, sourced articles from Mirawyn Research for founders, engineering leaders and security teams: what is changing, what it means for you, and what to do next.
AI-built software
AI-generated code: the security risks, and the guardrails that work
AI now writes much of the world's code. What research says about its security, the new attacks on coding tools, and a pipeline that keeps risk in check.
6 min read
AI-powered threats
AI-powered attackers are here. Find your weaknesses first.
What attackers are really doing with AI in 2025–26, what AI can now find, and why the weaknesses being exploited are mostly old ones you can fix first.
6 min read
AI compliance
EU AI Act for startups: what applies now, after the Digital Omnibus
The AI Act was amended in July 2026. What a startup selling into the EU must do today, what was delayed to 2027 and 2028, and a 30-day readiness plan.
7 min read
AI-built software
How to secure a vibe-coded app before you launch
A practical security checklist for apps built with Lovable, Bolt, Replit, Cursor or v0, based on the flaws researchers keep finding in AI-built apps.
7 min read
Shipping AI this quarter? Make sure it holds up.
Tell us what you are building. We will come back with a short, honest view of where the risk is and what it would take to test it.