AI Engineering
Curated collection of thoughts and builds centered around AI Engineering.
Written Content
Automation LLMs
6 min Introducing Gekro News: An AI Briefing That Curates Itself Around Me
A public daily AI briefing that reads a profile of my interests distilled from my own knowledge base, picks the day's real signal, cites its sources, and publishes itself every morning.
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AI Engineering Architecture
9 min 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
5 min 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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