Line Craft / Infrastructure

Connection Check

Infrastructure diagnostics and live source checks. The main four-sport research console is available below.

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Cloudflare PagesPASS
Supabase public test readChecking…
Sports-data sample (MLB)Checking…

Reading the last historical MLB sample test from Supabase. This is not a live betting prediction.

Cloudflare loaded this test page. Checking a harmless diagnostic record using read-only public access.

Sports feed connections

NFL game listingChecking…
NBA game listingChecking…
NCAAF game listingChecking…
FBS games (CFBD)Checking…
NBA scoreboard (ESPN)Checking…
MLB game listingChecking…

These are game-list connectivity checks, not a prediction engine. The NBA.com CDN was blocked; ESPN is the tested alternate.

Historical data readiness

Coverage tests only; not completed models or backtested predictions.

NFLChecking…
NBAChecking…
NCAAFChecking…
MLBChecking…

Reading verified audit results from Supabase.

Phase 2 · Feature readiness

Live test results. "Sample" is not full-season coverage, and "Partial" is not prediction-ready.

NFLChecking…

NBAChecking…

College footballChecking…

MLBChecking…

Reading source readiness records. Models are not built or validated.

Pregame timestamped capture

Append-only pregame recordsChecking…

Reading the last verified pregame source snapshot. Missing lineup, injury and weather inputs are not treated as confirmed.

NCAAF prediction engine · v0.1

Historical walk-forward backtestChecking…

2023–2025 games predicted using earlier completed results only, with a seven-day training cutoff. These are reconstructed historical forecasts, not stored live pregame picks.

Games backtested—
FBS vs. FBS winner accuracy—
FBS vs. FBS simple baseline—
FBS vs. FBS games—
All-games winner accuracy—
Projected team-score MAE—
Simple baseline MAE—

FBS-only means both teams matched that season's CFBD FBS registry by school name. Other matchups can inflate all-games accuracy. These are outright game winners—not spread-cover results.

Checking yearly results…

No market-edge validation, historical odds, confirmed starters, or injury adjustments are included in this baseline.

This public test page shows diagnostic statuses only. No model picks or personal data are exposed. No private API keys or GitHub secrets are used by this page.