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.
45 essays
What Is a Web Developer? How I Became One Before AI
How I became a web developer before AI and what today’s devs can still learn from that slower, hands-on way.
Team Building Activities That Upskill Without Forced Fun
Trust falls and cheerful facilitators mostly build discomfort, not trust. Real team building looks less like forced fun and more like useful work done together.
Time Off for Leaders: Can You Really Step Away?
Leaders should carefully plan time off to build team trust and ownership. Download the Handover Plan template.
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.
10 Types of Websites and What I’d Use to Build Them
When WordPress is enough, and when a specialized no-code tool actually makes more sense for your site.
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.
Mastering Effective Feedback: Facts, Feelings, and Curiosity
Effective feedback blends facts, feelings, and curiosity to create honest, growth-focused conversations and a healthier team culture.
Vibe Writing and the Line Between Human and Machine
Vibe writing treats AI as a thinking partner, raising fresh questions about originality, intention, and what makes writing human.