Essays on AI systems, security as design, and what the work teaches you.
On building intelligent systems that operators actually deploy — and the design choices that separate demos from production.
Most breaches aren't technical — they're design failures. A founder's view on threat modeling as part of the product, not the audit.
What I'd tell myself before launching: the unglamorous loops, the conviction tax, and what conviction actually buys you.
