Writing
Half-formed thoughts on AI engineering, homelabs, and whatever I'm tinkering with.
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How I trained an object detector without drawing a single box
Building a water bottle detector from scraped images and pseudo-labels, and what the three bugs along the way turned out to teach.
All posts
10 posts- How fast can a 27B model run at home? Running Qwen3.8-27B on four different machines, and what the numbers turned out to actually measure. TR
- From latent spaces to JWTs: how agents taught me backend I wrote code every day for years and somehow felt like I wasn't really writing code. Let me explain.
- How I connected my Tesla to Claude I built an MCP server so I could chat with my Tesla. Here's how.
- The generative AI revolution I witnessed An arc from Disco Diffusion to today, written by someone who watched it happen and never bet against it.
- Piracy On who actually owns the things you 'buy' digitally, and why piracy isn't going away.
- Generative AI art On the history, philosophy, and mathematics behind generative art, and where AI fits in.
- Introduction to tmux A primer on tmux for managing long-running and multiple terminal sessions.
- What is ONNX? Why should you learn it? The most practical way to deploy deep learning models everywhere.
- What are Vision Transformers? What ViTs are, how they work, and why they matter for image processing.