https://blog.ashwater.ca/ A minimal blog about self-hosting, Linux, and tinkering with technology https://blog.ashwater.ca/posts/honeypot.html https://blog.ashwater.ca/posts/honeypot.html Wed, 04 Feb 2026 00:00:00 -0500 Turning bot attacks into entertainment with gzip bombs and fake login pages https://blog.ashwater.ca/posts/pilot-life.html https://blog.ashwater.ca/posts/pilot-life.html Tue, 03 Feb 2026 00:00:00 -0500 Most people think the hard part of being an airline pilot happens in the air. Nope. https://blog.ashwater.ca/posts/I-Tried-to-Make-LLMs-Smarter-About-When-to-Speculate.html https://blog.ashwater.ca/posts/I-Tried-to-Make-LLMs-Smarter-About-When-to-Speculate.html Mon, 02 Feb 2026 00:00:00 -0500 A shower thought, a week of experiments, and a satisfying dead end. https://blog.ashwater.ca/posts/when-your-hypothesis-fails.html https://blog.ashwater.ca/posts/when-your-hypothesis-fails.html Sun, 01 Feb 2026 00:00:00 -0500 I wanted to run a 7B parameter language model on a Raspberry Pi Zero. https://blog.ashwater.ca/posts/tiny-ai-big-dreams.html https://blog.ashwater.ca/posts/tiny-ai-big-dreams.html Fri, 30 Jan 2026 00:00:00 -0500 How a 15-million parameter AI generates daily stories on a Raspberry Pi Zero 2 W, and what it means for the future of local inference. https://blog.ashwater.ca/posts/hello-world.html https://blog.ashwater.ca/posts/hello-world.html Thu, 29 Jan 2026 00:00:00 -0500 The first post from my tiny Pi-powered blog