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RealWeather.org Methods over vibes Launch CurrentWeather.info
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Same truth pipeline. Different job.

RealWeather is the org layer: rules, provenance, sources, and public change logs. CurrentWeather is the product layer: a dashboard that applies those rules to deliver usable weather.

Transparency surface Executable product Shared truth rules
Shared pipeline Fetch → validate → select → label (per field)
fetch obs + model candidates
validate freshness + bounds
select winner per field
label obs / model / derived
Org layer
RealWeather.org
Docs, receipts, and change log discipline.
Transparency

The documentation surface: methodology, data sources, failure modes, and what changed — with receipts/specs when applicable. If we can’t explain it, we don’t pretend it’s “current.”

Outputs Rules, provenance definitions, and public change logs
Promise No hidden logic, no hand-wavy “trust us”
Measurement Aggregate usage only. We use Cloudflare edge analytics (page views, referrers, coarse geography) for reliability and operational health — not behavioral analytics, profiling, fingerprinting, or user-level IDs.
Product layer
CurrentWeather.info
The dashboard that executes the rules.
Executable truth

A high-signal weather dashboard. Hybrid obs/model truth, visible provenance indicators, and behavior that’s designed to be auditable. (UI provenance exists today; exportable receipts are the next step.)

current_temp obs
wind model
dew_label derived
Next

What lands here over time: public roadmap, status page, API notes, and metric-level receipts/specs (definition, provenance, selection rules, validations, freshness windows, and known failure modes).

This becomes the public spec surface as the product expands. Track changes →
Last updated: December 2025