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WHAT I'M BUILDING
Where the work lives.
These are the main expressions of what I build and teach in the AI space.





RAG | Agents | MCP | Workflows | Harnesses | Developer Support​
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By day, I design and build retrieval-augmented generation platforms for national companies — multi-model/multi-domain vector search, confidence-scored answers, citation-backed retrieval from large and fuzzy internal knowledge bases. I think a lot about how to make AI systems that are as grounded as they are effective.
A weekly letter about the patterns underneath AI - the human behaviors, system dynamics, and timeless structures that these tools amplify, distort, and accelerate.
In these writings, I'm much less focused on model reviews and prompt tips, and much more so on the actual patterns that determine whether what you're building works or doesn't. This is for practitioners who want to see the thing beneath the thing, so that AI can actually move them where the fruit is.
A live community for learning and building with AI. Whether you're a founder figuring out where AI fits or a developer wiring up agent pipelines, you'll find something here.
Biweekly Power Hours. Monthly open forums. Technical deep-dives alongside applied strategy sessions. Real work, real people, with a strong focus on safety, security, and sustainability at our core.


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