Build real software
with AI.

with Eric Skavinski

Fundamentals first. Leverage second.

AI tooling gets more capable every quarter, and most of what it produces is still only as good as the engineering judgment behind it. The fundamentals are not obsolete. They are the multiplier.

This section is where I publish what I learn building with these tools daily: agent workflows, evaluation, architecture that holds up under generated code, and the habits that separate shipped software from demos.

Start here

start-hereThe first cornerstone guides are in the works.

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Hi, I'm Eric Skavinski

I build and operate software for a living, and I use AI tooling across every part of that work.

Everything published here comes from real projects: what worked, what broke, and what I would do differently.

AI engineering, in practice

Learn it by building it.

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