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