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LiveUpdated 2026-11-03 18:17 UTC

New vulnerabilities are disclosed every day, but the PoCs, patches, and guidance…

New vulnerabilities are disclosed every day, but the PoCs, patches, and guidance security teams need rarely appear in…

This is a dev post classified by AGK Intelligence as Security (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

New vulnerabilities are disclosed every day, but the PoCs, patches, and guidance security teams need rarely appear in one place, or at the same time. Ori Shahar, AI Team Lead at Astelia, an AI-native cybersecurity company, needed to give Astelia’s models consistent, reliable information at scale without maintaining scrapers for changing sources. His team added Tavily to its data pipelines to retrieve and retain web data, validate findings, and control the context its models analyze. Since then, Astelia has: - Labeled approximately 350,000 vulnerabilities - Processed around 200 new vulnerabi

Posted by Tavily (6.8k followers) 1 h ago · 2 likes · 196 views · view the original post on X. Kept by the Dev Radar as Security.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 5k X accounts over the last 21 days, 9.2k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-03 18:17 UTC. Full method.