Taha Rouifi

MDX-ready

Lab Notes

Short notes from the build floor: experiments, lessons, systems, and field reports.

4 min

I Learn by Building, Not by Waiting

A note on action-first learning, broken prototypes, and why theory starts making sense after movement.

Build ModeLearning
6 min

From Automotive Engineering to AI Automation

How systems thinking moved from machines, CAD, and simulation into agents and automated workflows.

EngineeringAI
5 min

What Solana Taught Me About Communities

Communities are not audiences. They are living systems with trust, incentives, and memory.

SolanaCommunity
5 min

Building Automation for My Manga Website

How a repetitive publishing workflow became the perfect excuse to build a real automation system.

AutomationProduct
3 min

Why Every Repeated Task Should Become a System

A simple rule for finding automation opportunities: if it comes back, design the loop.

AISystems
6 min

The AI Kids Book Builder Experiment

What a creative product experiment taught me about constraints, prompts, stories, and output quality.

AI ProductCreativity