In the rapidly changing landscape of cyber threats, ethical hackers are essential in identifying vulnerabilities and strengthening defenses. Python, with its flexibility, emerges as a powerful tool for crafting automated exploits and performing comprehensive security assessments. Additionally, the integration of AI+ techniques into ethical hacking