Mach33 Newsfeed Agent Cognitive Fabric + Ontology
Top Ranked News
Draft Queue
Pre-publish Queue
Published News
Dropped news (debug)

Rows removed during ingestion (date window, URL verify, cross-run dedupe) or when you reject a draft. Each row explains the pipeline step and why it was dropped. Use Restore to dashboard to recreate a normal draft (same shape as top-ranked news). Rejected drafts reopen the same item.

Editorial Performance Ledger

The aggregate the curator reads at the top of every run. Outlets, item types, outlet × type cross-tab, drop-cause histogram, rank calibration, and the last few editor rejections — computed over the configurable lookback window (NEWSFEED_PERFORMANCE_LOOKBACK_DAYS).

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Active Agents

The newsfeed-api pipeline as a roster of agents (Mach33 architecture S3). Aligned agents produce one first-class result each (curated brief, X candidates, image candidates, ingest payload). Cross-cutting agents run validation/consistency across results (URL verifier, dedupe, cross-run filter, Epistemic Validation Agent). Coordinating agents orchestrate the run. Click any card to expand its prompt, settings (env-driven, secrets redacted), and Greek impact.

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