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88 <h1 >Fredwork Lemmas</h1 >
99 <img src =" /sunrise.jpg" alt =" Sunrise" />
1010 <p >
11- You've stumbled on a diary of sorts, but without all the juicy bits. It doesn't include personal stuff about who
12- did this-or-that in my circles (or your circles) or why I'm mad about something I read on Facebook .
11+ I'm Fred McDavid, and I write about practical AI engineering and infrastructure. This blog documents my work
12+ building local LLM systems, experimenting with RAG pipelines, and scaling AI capabilities on consumer hardware .
1313 </p >
1414 <p >
15- This is the story of Fred McDavid and I mostly write about software and systems, but I might post something about
16- my farm or homebrewing from time to time and, even when I do that, I'll probably try to tie it back in to software
17- with some sort of clever metaphor.
18- </p >
19- <p >
20- And, in case I forget, I'm writing because it helps me think and because I too often wish I'd been doing it all
21- along.
15+ Recent focus areas include vector databases, prompt optimization, and multi-model orchestration. I share technical
16+ findings, implementation challenges, and architectural decisions from real projects.
2217 </p >
18+ <p >Writing helps me think through problems and document what works and what doesn't.</p >
2319
2420 <hr class =" hr-line" />
2521 <p >Find me on</p >
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