In the dynamic landscape of cyber threats, ethical hackers are crucial in identifying vulnerabilities and strengthening defenses. Python, with its versatility, emerges as a dominant tool for crafting automated exploits and performing comprehensive security assessments. Moreover, the integration of AI+ techniques into ethical hacking boosts threat d