AIRecon is an autonomous penetration testing agent that combines a self-hosted Ollama LLM with a Kali Linux Docker sandbox and a Textual TUI. It implements a structured pipeline (RECON → ANALYSIS → EXPLOIT → REPORT) and operates completely offline without API keys. The agent uses the LLM to drive autonomous decision-making during security assessments, with native Caido proxy integration and local knowledge base support.