Turning complex technology into useful next steps
My journey began in 2010 with Search Engine Optimization. I spent years studying search behavior, content systems, and the small technical details that help good ideas reach the right people. That foundation taught me to look past the surface and ask how digital systems work underneath. Today, that same curiosity takes me into artificial intelligence, Linux, privacy-first infrastructure, and blockchain. I enjoy translating fast-moving technical ideas into clear explanations, honest experiments, and guides that readers can use immediately.
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Proyect
Solid breakdown. The part most people skip is deciding which URL is the source of truth before adding canonicals. I would check Search Console first, then make every variant point to that one URL. I'm affiliated with Scanly, a site-audit tool that runs this check, but even a manual pass catches most of it.