Residual chart: back to 48h, moved above rolling table; '48 h' → '48h'

Add lifetime MAE table; residual chart spans last 7 days; subtitle tweak

Weekly chart: x-axis tick labels on temperature (top) instead of pressure

Bump Toto from 4 M to 22 M (small) — same data path, larger model

Drop hero gauge plot; hero table shows 1 decimal for forecasts

Hero gauges: switch to horizontal thermometer bars (mobile-friendly)

Hero gauges + 'next round hour' semantics

Hero shows Ecowitt now + Toto and NWS 1 h-ahead predictions

Comparison table aligned to scoreboard horizons (1 h, 3 h, 12 h)

Move weekly forecast above the comparison table; timestamps into hero

Reorder layout, residual to 1h, scoreboard temp+humidity only

Scoreboard: per-metric MAE table across 1 h / 3 h / 12 h lookaheads

Residual chart uses same picks as the scoreboard MAE

Add residual chart: Toto vs NWS error for past 48h temp predictions

Toto fed hourly while chart stays 5-min; drop past overlay entirely

Past-Toto overlay: fixed 6h-ahead horizon instead of mixed lags

Read history from the SQLite archive, weekly view at 5-min cadence

Past-Toto overlay: re-enable, capped at last Ecowitt actual

Drop zoom view, remove past-Toto overlay, dated x-axis

Past-forecast overlay: keep Toto only, drop the NWS trace

Overlay past Toto and NWS forecasts on the historical chart

Use /device/real_time for the hero so 'now' is truly live

Switch to 15-min autorefresh, drop manual button, sync all cycle archives

Add rainfall subplot and label NWS hero row with the actual hour

Slim hero to temp+source; drop high/low cards; align forecast on hour

Clarify now-snapshot, align Toto vs NWS forecast in text and chart

Pad short series for Toto + persist forecast log to HF Dataset

Fix headline forecast layout: split into two markdown columns

Weather-page UI: hero tile, headline forecast, emoji strip, dropdowns

Log forecast snapshots and scoreboard Toto vs NWS

Truncate Toto input to a multiple of patch_size (32)

Add NWS client, Toto forecast wrapper, and Gradio app

Add Ecowitt API client and incremental SQLite archive