Opinions, write-ups, and the occasional argument, on full-stack development, data science, and growth. No fluff, no recycled listicles.

GA4 tells you a version of what happened on your site. It rarely tells you the version that matters.
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Multi-touch attribution and A/B testing are commodity skills now. Paying an outside vendor to own them isn't.
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