From Plugin to Product: How Herald Became Sift and Why the Data Model Changed Everything

Herald was a Python plugin that collected RSS feeds and Hacker News, clustered articles by title similarity, and generated Markdown briefs. It ran locally, required zero API keys, and did exactly what it was supposed to do. Then we tried to make it u...