AIRecon: Automating Penetration Testing with Self-Hosted LLM and Docker Sandbox
Description and use
AIRecon automates penetration testing with a self-hosted LLM and Kali Linux Docker sandbox, speeding up reconnaissance, analysis, exploitation, and reporting.
Problem
Manual penetration testing is time-consuming and requires expertise to orchestrate reconnaissance, analysis, exploitation, and reporting.
Outcome
AIRecon streamlines the entire penetration testing lifecycle, enabling faster, more consistent assessments with reduced manual effort.
Workflow
- 1. Configure target scope and credentials
- 2. Run AIRecon to perform automated reconnaissance
- 3. LLM analyzes data and identifies potential vulnerabilities
- 4. Exploitation scripts are executed inside a Kali Linux Docker sandbox
- 5. Results are compiled into a comprehensive report
Evidence
AIRecon automates penetration testing by running a RECON, ANALYSIS, EXPLOIT, and REPORT pipeline using a self-hosted Ollama LLM and a Kali Linux Docker sandbox.
https://github.com/pikpikcu/airecon
- Record date: 2026-09-15T19:01:36.521Z