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⚡ AI Lessons

Dev.to · Dusty Mumphrey
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building Scrollbook: What I Learned Building and Scaling an AI Game Master Platform as a Solo Engineer
Most AI demos look impressive when 5 people are using them. Things get very different when hundreds...

Dev.to · Dusty Mumphrey
⚡ AI Lesson
3mo ago
What Breeders Actually Need From Software (And What Developers Assume They Need)
It's 11pm. A breeder has three browser tabs open, a Google Sheet with color-coded columns, and a...

Dev.to · Dusty Mumphrey
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
I cut Claude API costs by 90% with prompt caching. Here's what I learned before I had to shut it down.
867 Discord servers. 1,000+ active users. $10–11 every time someone played a one-hour D&D...

Dev.to · Dusty Mumphrey
⚡ AI Lesson
3mo ago
How I solved Supabase's chainable query builder problem in React Native tests
Every React Native + Supabase tutorial ends the same way. The app works in the simulator. Tests are...

Dev.to · Dusty Mumphrey
📐 ML Fundamentals
⚡ AI Lesson
3mo ago
I built a phenotype generator for crested gecko genetics. Here's how I modeled a hobby that can't agree on its own rules.
Crested gecko morphs are one of the most commercially significant trait systems in the reptile hobby....

Dev.to · Dusty Mumphrey
⚡ AI Lesson
4mo ago
I built and launched a mobile app in 3 months as a solo engineer. Here's exactly what happened.
You breed reptiles. At any given time you're tracking weights, feeding schedules, clutch dates,...
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