Insights
Practical AI governance thinking for startup founders, builders, and product teams.
🕓 Vibe Coding | 5 min read
You vibe coded your AI product in a weekend. Here is the governance problem you do not know you have.
You used Cursor. You prompted your way to a working product in 72 hours. It is live, users are signing up, and your next meeting is with an enterprise client. Then they send you a vendor questionnaire.
You built it fast. That was the point.
You opened Cursor, described what you wanted, watched the code appear, made a few tweaks, and deployed. The whole thing took a weekend. Users are signing up. The product works. You are already thinking about the next feature.
🕓 EU AI Act | 6 min read
The EU AI Act just became enforceable. Here is what it means for AI startups outside Europe.
Most founders outside Europe assume the EU AI Act does not apply to them. That assumption is wrong — and it is creating governance exposure that could block market entry, surface in due diligence, or trigger enforcement.
There is a common assumption among AI founders outside Europe: the EU AI Act is a European problem for European companies. That assumption is incorrect. And it is one of the most consequential misunderstandings in the AI startup world right now.
🕓 AI Agents | 5 min read
Why building your AI agent on open source does not protect you from liability.
Open-source models are powerful and cost-effective. But there is one thing they do not come with: liability coverage. When your AI agent causes harm, the risk sits entirely with you.
The open-source AI ecosystem has created something genuinely remarkable: the ability for a small startup team to build and deploy AI agents of serious capability in days. LLaMA, Mistral, Stable Diffusion, Whisper — powerful models available to anyone. But there is one critical thing these models do not come with.
