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.
What I do
Product discovery
Identifying what's worth building before committing to delivery.
Systems architecture
AI-native products, distributed systems, and cloud infrastructure that holds up under real constraints.
Security engineering
Security as a design constraint, not an afterthought.
Technical advisory
CTO/VPE-level strategy and operational design for startups and growth-stage companies.
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.
Ambiguity compounds. Precision pays off.
Prototype fast, but do not let weak assumptions become system design.
Not everything is worth building
Do not waste good execution on weak ideas.
Make complexity earn its place
Default to simpler systems. Add complexity only when the tradeoff is clearly worth it.
Verify before you assume
Assumptions are sometimes necessary, but each one is a risk. Clarify what you can before you build on it.
Small scope, no shortcuts
Being small is no excuse for being scrappy.
Make the right thing the easy thing
Safety should come from defaults and boundaries, not from people remembering.
Engagements
Advisory, fractional leadership, and product engineering for companies where systems thinking and technical strategy matter.
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