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Thoughts on design, development, and building digital products.
AI Systems
From Hype to Reality: What It Takes to Build Enterprise AI Systems
Most AI products look great in a demo. Building systems that actually work inside a company is a different problem entirely — and most teams underestimate it.
AI / Engineering
Building AI That Actually Works: Lessons from Real-World Deployments
Deploying AI in a real business environment is a fundamentally different problem from building a demo. Seven lessons from the field on what it actually takes to make AI work in production.
AI / Engineering
The Gap Between AI Demos and Production Systems
Every AI demo looks impressive. Production is where the real test begins — and where most systems quietly fall apart.