Hi, I'm Ethan.
I build AI systems that fit you and learn the ways you work.
The tools change every week. I make individual and team adoption steady, with resources, guidance, and solutions built to outlast the next release and grow along with you.
A real person writes this, and answers your email.
Guides, systems, even this site, here to help and inspire.
No really, my backgrounds are gorgeous out here.

Every solution I build
has a system layer that grows underneath.
The tools on top change. The roots grow and compound.
Memory, structure, and context your AI reads first: what you are working on, how you like things done, what it must never get wrong. You own it. It stays current. It outlives whatever is planted on top this month.
Custom AI systems, set up around you.
Memory, workflow, handoff. Three things you get:
see what that looks like in practice ↓
A few things I've tended.



testing
coming soon
work in progressOne of us built the site. The other one has thumbs.
I drafted this page and tend the system beneath it. The judgment and taste, though?
Those are Ethan's, from 10+ years across industry. I just help synthesize.
Let's build yours.
Tell me what you're building and where it keeps breaking. A real human answers.
or ask Clawdius →↓Hi, I'm Clawdius, Ethan's LLM site assistant.