Overview
ProjectZyper AI is an automated cybersecurity intelligence platform that monitors ten trusted security news sources around the clock — including CISA feeds, Krebs on Security, BleepingComputer, The Hacker News, Dark Reading, SecurityWeek, and Google Threat Intelligence — and publishes daily threat briefings without manual editorial overhead. It turns the firehose of vulnerability disclosures, ransomware campaigns, CVEs, and government advisories into concise, accessible articles for both technical and non-technical readers.
The goal is simple: timely, relevant threat intelligence delivered consistently, every day, without a newsroom.
How It Works
The platform runs a multi-stage AI pipeline end to end. Incoming stories are scored for relevance, deduplicated against recently published content, and clustered by topic. The system decides publication volume dynamically — zero to three articles per day based on what actually matters. Each article passes through concurrent research, outlining, drafting, editing, summarization, and image selection stages before being published as server-rendered markdown with no rebuild required.
All content is clearly labeled as AI-generated, with readers encouraged to verify critical security information from primary sources before taking action.