Eduardo Urias
Building AI-native systems, products, and companies.
I work in messy, high-constraint domains where generic software thinking breaks down. My focus is untangling complexity into clear systems, products, and operating models that hold up under real constraints.
Services
What I do
Systems architecture
soonAI-native products, distributed systems, and cloud infrastructure that holds up under real constraints.
Security engineering
soonSecurity as a design constraint, not an afterthought.
Technical advisory
soonCTO/VPE-level strategy and operational design for startups and growth-stage companies.
Principles
How I operate
Economics shape architecture
Technical decisions are business decisions in disguise.
Progress over motion
Work only counts when it changes the business, the user, or the goal.
Don't build systems for edge cases
Run it manually until the pattern repeats.
Writing
Recent ideas
What I Mean by AI-Native Operator
aiUsing AI at work is not the same as being AI-native. The difference is whether the work itself gets redesigned around it.
A note on coding agents and constraints
aiThe main problem with AI coding agents is not model capability. It is how much room we give them to guess.
Collaborate
Selective engagements
Advisory, fractional leadership, and product engineering for companies where systems thinking and technical strategy matter.
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