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Products that do what A categorized database of ~400k journalists does
Hey guys! Press Hunt (https://presshunt.co) is a categorized database of almost 400k journalists, reporters, and media outlets. Finding the right journalists to pitch your business to––then finding their email address––is a nightmare. The data is spread out all over the internet, down the google rabbit hole, news sites, and twitter accounts. Research can take hundreds of hours on it’s own, not even counting the time it takes to run an effective email campaign. Over the last year we’ve run hundreds of PR campaigns for companies like Instacart and Dos Toros. Our campaigns have been…
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I built a system that monitors ~200,000 news RSS feeds in near real-time and clusters related articles to show how stories spread across the web. It uses Snowflake’s Arctic model for embeddings and HNSW for fast similarity search. Each “story cluster” shows who published first, how fast it propagated, and how the narrative evolved as more outlets picked it up. Would love feedback on the architecture, scaling approach, and any ways to make the clusters more accurate or useful. Live demo: https://yandori.io/news-flow/
Nov 2025 · yandori.io
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