// SYSTEM.DOCS
HOW IT WORKS
Security Daily Digest is a fully automated cybersecurity news briefing. Every day, the system collects articles from security researchers, vendor blogs, threat intelligence feeds, and Hacker News — then scores and filters them through a multi-stage AI pipeline.
RSS feeds and APIs polled every 24h from 18 sources. Deduplicated by URL, filtered to last 24h.
Composite score: source authority weight, multi-source verification, community engagement, timeliness decay.
All candidates sent to AI with editorial guidelines. Featured stories + quick news, with story synthesis.
Editorial headlines + technical analysis in EN/ZH/JA via AI with domain terminology.
Target audience: security engineers, SOC analysts, and DevSecOps practitioners.
DISCLAIMER
Headlines and analysis paragraphs are generated by AI and may contain inaccuracies. All original reporting belongs to their respective sources.
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