HappyDemon

April 25, 2026 · Dev.to

Calculator Never Guesses. But LLM Always Does.
The LLM:Probabilistic Predictor An LLM (Large Language Model) does not have a math engine. It is a Next-Token Predictor.
I built a competitor pricing monitor in 3 days, here's how it actually works
I lost a deal last month. Prospect told me my competitor had dropped their pricing two weeks earlier. Found out during a
Building Self-Healing Selenium Frameworks with AI
Building Self-Healing Selenium Frameworks with AI One of the biggest pain points in UI test automation is flaky locators
Bridging the Gap in Election Education with DemocracyEdu! 🗳️
I’ve been working on a project to simplify the complex world of election processes, and I’m excited to share DemocracyEd
How I built a demo-first sales tool for freelance web designers
Most freelance web designers do not lose because they cannot build good websites. They lose because getting in front of