About ProjectZyper AI

Automated cybersecurity intelligence, delivered daily.

Important Disclaimer

Content on ProjectZyper AI is AI-generated. Always verify critical security information from primary sources before taking action. This site does not constitute professional security advice.

What is ProjectZyper AI?

ProjectZyper AI is an automated cybersecurity blog that monitors top security news sources around the clock, uses artificial intelligence to analyze and synthesize the most important developments, and publishes a daily briefing article. The goal is to surface timely, relevant threat intelligence without requiring manual editorial effort.

Each article covers the day's most significant cybersecurity events — from zero-day vulnerabilities and ransomware campaigns to newly disclosed CVEs and government advisories — written in accessible language for both technical and non-technical readers.

How It Works

  1. 1

    Fetch Sources

    Monitors ten trusted sources — HackerNews, Krebs on Security, CISA KEV, CISA Advisories, BleepingComputer, The Hacker News, The Record, Dark Reading, SecurityWeek, and Google Threat Intelligence — for the latest security news.

  2. 2

    AI Analysis

    Claude AI curates, clusters, and enriches the most relevant stories with technical context and severity assessment.

  3. 3

    Article Generation

    A multi-stage AI pipeline outlines, drafts, and edits a cohesive 1,500–2,500 word article covering the day's key threats.

  4. 4

    Publish

    The article is written to disk as markdown, a static site rebuild is triggered, and the content goes live automatically.

Data Sources

ProjectZyper AI aggregates content from the following trusted cybersecurity publications and feeds:

  • HackerNews — Community-curated tech and security stories ranked by relevance.
  • Krebs on Security — In-depth investigative cybersecurity journalism by Brian Krebs.
  • CISA Known Exploited Vulnerabilities (KEV) — Official U.S. government catalog of actively exploited CVEs.
  • BleepingComputer — Breaking cybersecurity news covering malware, ransomware, and breaches.
  • The Hacker News — Widely-read cybersecurity news platform covering vulnerabilities, attacks, and data breaches.
  • The Record — Cybersecurity news and analysis by Recorded Future covering nation-state threats and cybercrime.
  • Dark Reading — Enterprise security news and deep analysis for security professionals.
  • SecurityWeek — Original cybersecurity reporting on threats, vulnerabilities, and industry trends.
  • Google Threat Intelligence — Threat research and analysis from Google's Mandiant and Threat Analysis Group.
  • CISA Cybersecurity Advisories — Official U.S. government ICS advisories, alerts, and cybersecurity guidance.

Tech Stack

Backend
Python
FastAPI, asyncio
Frontend
SvelteKit
Tailwind CSS, SSR
AI
Claude AI
Anthropic API
ProjectZyper AI ProjectZyper AI

AI-powered cybersecurity threat intelligence. Aggregated, analyzed, and published daily.

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