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.
All essays
How to Build a GitHub Profile README That Feels Like You
A practical guide to building a GitHub profile README that feels personal, useful, and easy to maintain.
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.
Tools for ADHD: Systems That Work When You’re Leading a Team
I led a team with ADHD for years and just thought I was bad at the simple stuff. These are the systems I built to catch the loose ends before they pile up.
Vibe Coding WordPress Blocks with Telex
Telex turns natural-language prompts into working WordPress blocks, bringing vibe coding directly into the Gutenberg editor world.
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.
Touched by AI, Treated Like Slop: The Midas Touch of The Modern Internet
I shared six years of Steam review data on Reddit. The thread skipped the methodology and argued about the AI-made infographic instead.
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.