Bespoke Nimble: A Free, Local Alternative to Jev
I can give Nimble new classification tasks without retraining it. I use Ollama to run it locally, without a subscription or per-request bill.
All essays
My Pi Coding Agent Setup: Extensions, Skills, and Models
I wanted to direct coding agents without reviewing every line. Here’s the Pi setup, workflow skills, and extensions I use to build my sites and apps.
A JavaScript Dice Roller That Shows Its Work
A fair dice roller and a rigged one produce numbers that look exactly the same. After a night of zombies that would not die, I built one that shows its work.
shotlist: Annotated Screenshots, Described as Data
I built shotlist because I knew I'd never keep docs screenshots up to date by hand. Each annotated shot becomes a YAML recipe you run instead of redo.
What is a GPU and Why Does AI Need Them?
GPUs are crucial for AI due to their ability to perform parallel calculations, surpassing CPUs in matrix math efficiency.
AI Is Not an Oracle: The Limits of Machine Learning
Machine-learning curves look confident until speedrunners change the game underneath them. MediEvil shows why “AI as oracle” fails.
How I Built a 3D Print Cost Calculator with a Neural Network
A tiny dense neural network learned resin consumption well enough to replace hours of manual slicing in my 3D printing business.
DistilRoBERTa Emotion Analysis: NLP Case Study on Steam Reviews
DistilRoBERTa emotion analysis case study: Steam reviews dataset, notebook, and plots for real-world NLP sentiment and emotion exploration.
What is Vibe Coding and How to Do It
Vibe coding turns natural language prompts into working code, shifting programming from memorizing syntax to communicating intent.