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Security · Automation

AUTONOMOUS RECON & VULN SCANNER

Core module of Aegis, an autonomous reconnaissance pipeline combining OSINT, port scanning, and CVE correlation to generate structured threat intelligence reports.

The core intelligence engine of Aegis, an autonomous pipeline that chains OSINT enumeration, Nmap-based port and service discovery, and CVE database correlation to produce structured threat intelligence reports. Designed to run headless on target domains and deliver actionable findings in both machine-readable JSON and human-readable markdown formats.

Role
Security engineer
Challenge
Reconnaissance data arrives from separate tools and lacks a consistent evidence trail.
Outcome
Built the core intelligence pipeline used by Aegis for structured reconnaissance.

Decisions

  • Chain enumeration, service discovery, and CVE correlation
  • Preserve raw evidence beside normalized findings
  • Export for humans and machines

Architecture

  1. Authorized target
  2. OSINT enumeration
  3. Nmap discovery
  4. CVE correlation
  5. JSON and Markdown reports

What changed my thinking

  • Scope validation must happen before scanning
  • Confidence and evidence should travel with every finding
PythonNmapFastAPIOSINTSQLite
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