Ashwater
Projects, planes, and parenthood.
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Welcome to the musings of a father, airline pilot, and habitual tinkerer.
This site is my journal: notes on self-hosting, LLMs, aviation, fatherhood, and whatever else I’m building or breaking. It runs on a Raspberry Pi Zero 2 W drawing half a watt, because in an age of bloated frameworks and infinite cloud compute, there’s something satisfying about creative constraints.
Just words, served from a shelf in the Laurentians.
Recent Posts
- tinkeringI Built a Honeypot for My $15 Blog Server
- aviationMy Day Starts Before Yours: What an Airline Pilot's Morning Actually Looks Like
- tinkeringI Tried to Make LLMs Smarter About When to Speculate. It Didn't Matter.
- tinkeringWhen Your Hypothesis Fails: A Journey to 2x Faster Edge LLM Inference
- tinkeringTiny AI, Big Dreams: Running a Language Model on a $15 Computer