AI Engineering
Curated collection of thoughts and builds centered around AI Engineering.
Written Content
AI Engineering Architecture
9 min read The Token Economics of Local AI
Why every team running sustained AI workloads - from a solo home lab to a 50,000-user enterprise - pays itself back faster by owning the inference layer than by renting it.
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AI Engineering Architecture Productivity
5 min read AI Codes Like a Genius. Architects Like a Goldfish.
Why zero-shot AI POCs fall apart at scale, and how constrained architectural templates are the only thing standing between a clean codebase and a production time bomb.
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