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