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