Observed data · publication #13 · published 21 Oct 2026, 16:15 UTC · percentages are observed sample rates

AzerDex

Editorial

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Behind the scenes: how AzerDex is built, data quality, and the road ahead.

Engineering1 min read

Building a public database without exposing private data

Why the ForeverDB website reads from a separate public dataset fed by a one-way, fail-closed publication pipeline.

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