
Models keep you secured in the enterprise vibe
Vibe coding isn't broken—it just needs a chassis. How a 12-year-old patent on model-based security turns AI-generated code into enterprise-grade software.
Read more →Essays on product, AI, and systems.

Vibe coding isn't broken—it just needs a chassis. How a 12-year-old patent on model-based security turns AI-generated code into enterprise-grade software.
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An honest take on 'Vibe Coding' in the enterprise — why text-to-code hits a wall at scale, and how visual models become the chassis for AI-driven development.
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A simple set of arguments that will openly invite someone to consider being a PM — domain knowledge, leadership, and unlimited curiosity.
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