News Dashboard

Self-hosted AI research desk that turns technical news feeds into a ranked daily briefing.

Webfreeglobal

A self-hosted AI research desk that aggregates technical news feeds into a ranked daily briefing and searchable archive. It helps developers and engineering teams reduce information overload by centralizing trusted sources, surfacing prioritized articles with key takeaways and cited follow-up Q&A, and enabling saving and organization of material; deployment runs on the user’s infrastructure via Docker/Helm and requires PostgreSQL with pgvector.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of News Dashboard - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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