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The systems we build, and what we learn building them.
A closer look at the platforms we own and operate, plus notes from the team on how we build.
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Should you build or buy social media analytics?
We build custom data pipelines for a living, and we also own a social analytics product. So here's the honest version of this decision, including the cases where building is the wrong answer.
Data Strategy · September 2026
Is web scraping reliable?
Every time we mention web scraping to a client, the same question comes up: “Is that actually reliable?”
Engineering · June 2026