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⚡ AI Lessons
Dev.to · Machina Tools
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
Activation Functions: Why Non-Linearity Is Everything
A neural network made of only linear layers can only learn linear functions. Activation functions break this. ReLU made deep learning practical. GELU powers GPT
Dev.to · Machina Tools
🧠 Large Language Models
⚡ AI Lesson
2mo ago
How I Built PromptBoard — A Visual Canvas for Building AI Prompts
There's a class of AI prompts that don't fit in a text box. Not because the ideas are too long — you...
Dev.to · Machina Tools
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
How I Built LearnBoard — The UI That Makes Your AI Remember You
There's a problem that every developer who works with AI agents eventually runs into: the AI doesn't...
Dev.to · Machina Tools
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
How I Built BugCapture — From Screen Recording to AI-Ready Bug Report in One Click
I was debugging a form alignment issue on a client's production server. Remote machine, no local...
DeepCamp AI