Building software in the AI Supercycle.
Hi, I'm Sam. I'm an engineer and tinkerer. I believe AI is a technological shift that's fundamentally changing how we work. I focus on architecting strategies across product, process, and people. I also use AI acceleration to ship beautiful, production-grade software.
This site is my workshop. It's where I document the process of building real-world systems that survive real data, real users, and real constraints.
Recent Writing
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What Building an AI Orchestration Layer Taught Me About Prompting
I built an AI orchestration API and accidentally 10x'd my understanding of prompting.
The Job I Want Next
I want an AI engineering leadership role where shipping matters. I build production systems and translate between executives and engineers.
No, Everyone Won't Build Their Own Software
VCs are betting everyone will build their own software. History suggests otherwise: better tools expand what builders can do, not who becomes a builder.