Launching today

Signal Over Noise

Launching today

Live cybersecurity intelligence, filtered from the noise

2 followers

Live cybersecurity intelligence, filtered from the noise

2 followers

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Signal Over Noise aggregates 18 cybersecurity RSS sources — The Hacker News, BleepingComputer, CISA advisories, Krebs, Unit 42, Cisco Talos and more — into a single live dashboard that refreshes every 30 minutes. It classifies stories by severity, detects 30+ known threat actors in headlines, tracks CVEs, and auto-posts AI commentary to X daily. Built on a Raspberry Pi 5. No database, no cloud — just Python, Apache, and static JSON files. Free, no signup required.

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Launch tags:Productivity•Developer Tools•Tech news

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Hey Product Hunt!  I built this because my morning routine was 45 minutes of trawling security blogs, Twitter feeds, and CISA advisories. Signal Over Noise cuts that to 30 seconds. The whole thing runs on a Raspberry Pi 5 on my desk — Python cron jobs, GPT-5-mini for AI commentary, and Apache serving static JSON. No cloud, no database. Wrote up the full build on Dev.to if you want the technical details — the image pipeline and GPT-5-mini reasoning quirks were the most interesting problems to solve. Happy to answer any questions!

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1d ago