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Thinking out loud.

Web data, versioning, AI pipelines, and building Quorel in public. Written by Raphael.

Why I built Quorel
productJune 25, 2026

Why I built Quorel

Data pipelines are painful, expensive, and force you to stitch together tools that were never meant to work together. Here's why that bothered me enough to build something.

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Why versioning web data actually matters
engineeringJune 20, 2026

Why versioning web data actually matters

Most data pipelines treat every fetch as a replacement. That means you have no history, no rollback, and no way to know what changed. Here's why that's a problem.

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