Feeds API | AI Feeds API | Data Feeds API | LLM Feeds API | AI Prompts Feeds API | Server Feeds API | RSS Feeds API | News Feeds API | AI Model Feeds API | Agent AI Feeds API
News is more than a list sorted by time. Keep the source, story version, attribution, and editorial status visible as information changes.
Give the important decisions a name before choosing an implementation.
Repeated delivery of one item is not the same as several publishers reporting on one event. Keep original records intact and attach grouping relationships when clustering helps the reader. Test recurring event names and follow-up reports. Similar wording can be a clue, but it should not erase independent sources or differing perspectives.
Preserve publisher identity, canonical links, and the relationship between a revised story and its earlier version when available. Mark your own observations as observations rather than publisher-declared corrections. A summary based on an old representation should be reviewed when a substantive source change affects its meaning or supporting evidence.
Carry explicit source publication status through the workflow where the source format provides it. A relevance score should not override an editorial hold. Keep unknown status unknown when no signal exists. Define which decisions the queue automates and which require a reviewer before content appears in a public or consequential view.
Build a local sequence with an initial report, a correction, an independent account, and a commentary piece. Check that your queue preserves each source and explains the relationships without flattening them into one authoritative summary. Add a hold or withdrawal signal when the source format supports it. Use the exercise to define the decisions that require editorial review.
Design a newsroom-friendly feed workflow that preserves publisher identity, handles revised stories, and separates clustering from certainty.
A project to think about: A newsroom reading queue that keeps a corrected report linked to the version it replaces.
Open the complete guideExplore adjacent topics, then return to your own project with a clearer plan.