News Analytics
FastAPI-backed source, lens, workflow, and event diagnostics
The news surface reads from the backend contract and exposes exploratory comparisons, data quality checks, workflow health, and same-event analysis.
Index
Pages
All routes below stay inside the same shared analytics surface.
News Workflow Status
Live FastAPI data
What this page does
Monitor freshness, scrape/scoring health, and current pipeline status.
Pipeline Snapshot
Input Articles4,611
Excluded (Scrape Errors)515
Included Articles4,096
Scored Articles172
Zero Scores0
Unscorable3,924
Coverage4.2%
Current mode. Refresh checks
Runtime Checks
- Ingest + digest endpoint: PASS
- Scrape filtering in effect: PASS
- Rubric scoring present: PASS
- Unscorable article gate: WARN
- Precomputed contract present: PASS
- Freshness gate: FAIL current freshness endpoint -> HTTP 503; is_fresh=false
| Check | Endpoint | Status | Detail |
|---|---|---|---|
| Digest | /api/news/digest?refresh=true&limit=1 | HTTP 200 | current |
| Latest | /api/news/digest/latest?refresh=true | HTTP 200 | current |
| Stats | /api/news/stats?refresh=true | HTTP 200 | current |
| Freshness | /health/news-freshness?refresh=true | HTTP 503 | current |
Latest Article
U.S. vows to "swiftly punish" Iran as at least 3 troops killed
Source: CBS News
Published (UTC): 2026-07-20T15:18:03Z
The U.S. has vowed to respond swiftly against Iran following attacks that resulted in the deaths of at least three American service members.