FE / BLOG
Build log &
field notes.
Engineering decisions, data experiments, and what we learn from the captain pilot. Not polished marketing — just what's actually being worked on.
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Pilot kickoff + the missingness problem
Why the dashboard needed real test captains before more features, and the data quality issue we caught in week one.
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The data pipeline: NOAA → Cloudflare R2 → dashboard
How raw satellite feeds become a 14-day rolling window of viewable layers on fishedge.live.
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Why we don't ship a confidence score yet
Single-number "92% confident" recommendations are easy to ship and hard to defend. Here's what we're doing instead.
What's coming
Field-trip debriefs from the captain pilot, technical deep-dives on the inference pipeline, and decisions we got wrong. Posts go up as the work happens, not on a content calendar.