Stream context panel

Duolingo feed for AI systems

Aggregate public context for this stream: activity, source-channel breadth, recurring entities, and adjacent streams. It is a panel snapshot, not a query surface or complete feed.

Domain: language-literature / JSON twin: /data/streams/duolingo.json

Activity 24h
0
aggregate signals
Activity 7d
1
aggregate signals
Activity 30d
17
aggregate signals
Sources
1
distinct in window
Channels
1
source channels
State
Active
quiet / active / surging

Recurring topics and entities

Duolingo (organization) 17
Cindy Blanco (person) 7
Africa (place) 2
Americas (place) 2
Australia (place) 2
Emilie Zuniga (person) 2
France (place) 2
Italy (place) 2
Lindsey Lang (person) 2
Mykhaylo Zakryzhevskyy (person) 2
YouTube (organization) 2
21c Museum Hotels (organization) 1
Abdel Halim Hafez (person) 1
Adele Touhey (person) 1
AMIE (organization) 1
Android (organization) 1

Source coverage

duolingo-blog 17

Adjacent streams

No aggregate signal in the current window.

Boundary

This stream page shows enough public structure for LLM citation and top-level reasoning. Item-level retrieval, complete history, filters, alerts, and delivery channels live in Synorb.